From f7e042d14e8867cea2a6e49ec81b6f765de05d27 Mon Sep 17 00:00:00 2001 From: jgorostegui Date: Thu, 21 Dec 2023 18:04:31 +0000 Subject: [PATCH] Update best-of list for version 2023.12.21 --- README.md | 90 ++++++++++++++++----------------- history/2023-12-21_changes.md | 20 ++++++++ history/2023-12-21_projects.csv | 25 +++++++++ latest-changes.md | 14 +++-- 4 files changed, 100 insertions(+), 49 deletions(-) create mode 100644 history/2023-12-21_changes.md create mode 100644 history/2023-12-21_projects.csv diff --git a/README.md b/README.md index 8d47af2..edc3484 100644 --- a/README.md +++ b/README.md @@ -73,28 +73,28 @@ _Tools for data cleaning, transformation, and enrichment._ _Tools for creating high-level visualizations_ -
Streamlit (🥇35 · ⭐ 28K) - Streamlit A faster way to build and share data apps. Apache-2 +
Gradio (🥇36 · ⭐ 25K · 📈) - Build and share delightful machine learning apps, all in.. Apache-2 -- [GitHub](https://github.com/streamlit/streamlit) (👨‍💻 200 · 🔀 2.5K · 📦 1K · 📋 3.7K - 17% open · ⏱️ 09.11.2023): +- [GitHub](https://github.com/gradio-app/gradio) (👨‍💻 240 · 🔀 1.7K · 📦 19K · 📋 3.4K - 12% open · ⏱️ 21.12.2023): ``` - git clone https://github.com/streamlit/streamlit + git clone https://github.com/gradio-app/gradio ```
-
Gradio (🥇35 · ⭐ 23K) - Build and share delightful machine learning apps, all in Python... Apache-2 +
Dash (🥈33 · ⭐ 20K · 📉) - Data Apps & Dashboards for Python. No JavaScript Required. MIT -- [GitHub](https://github.com/gradio-app/gradio) (👨‍💻 220 · 🔀 1.6K · 📦 16K · 📋 3.1K - 14% open · ⏱️ 09.11.2023): +- [GitHub](https://github.com/plotly/dash) (👨‍💻 140 · 🔀 1.9K · 📥 22 · 📦 56K · 📋 1.6K - 47% open · ⏱️ 16.12.2023): ``` - git clone https://github.com/gradio-app/gradio + git clone https://github.com/plotly/dash ```
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Dash (🥉34 · ⭐ 20K) - Data Apps & Dashboards for Python. No JavaScript Required. MIT +
Streamlit (🥉29 · ⭐ 29K · 📉) - Streamlit A faster way to build and share data apps. Apache-2 -- [GitHub](https://github.com/plotly/dash) (👨‍💻 140 · 🔀 1.9K · 📦 54K · 📋 1.6K - 47% open · ⏱️ 26.10.2023): +- [GitHub](https://github.com/streamlit/streamlit) (👨‍💻 210 · 🔀 2.6K · 📋 3.8K - 17% open · ⏱️ 21.12.2023): ``` - git clone https://github.com/plotly/dash + git clone https://github.com/streamlit/streamlit ```
Show 1 hidden projects... @@ -111,7 +111,7 @@ _Tools for data labelling_
Show 1 hidden projects... -- Labelimg (🥇27 · ⭐ 21K · 💀) - LabelImg is now part of the Label Studio community. The popular image.. MIT +- Labelimg (🥇28 · ⭐ 21K · 💀) - LabelImg is now part of the Label Studio community. The popular image.. MIT

@@ -121,9 +121,9 @@ _Tools for data labelling_ _Frameworks that allow the creation, management, and optimization of complex data pipelines in a machine learning environment._ -
Airflow (🥇43 · ⭐ 32K) - Apache Airflow - A platform to programmatically author, schedule, and.. Apache-2 +
Airflow (🥇43 · ⭐ 33K) - Apache Airflow - A platform to programmatically author, schedule, and.. Apache-2 -- [GitHub](https://github.com/apache/airflow) (👨‍💻 3.1K · 🔀 13K · 📥 560K · 📦 8.4K · 📋 8.2K - 9% open · ⏱️ 09.11.2023): +- [GitHub](https://github.com/apache/airflow) (👨‍💻 3.1K · 🔀 13K · 📥 580K · 📦 8.9K · 📋 8.4K - 8% open · ⏱️ 21.12.2023): ``` git clone https://github.com/apache/airflow @@ -131,47 +131,47 @@ _Frameworks that allow the creation, management, and optimization of complex dat
Argo (🥈39 · ⭐ 14K) - Workflow Engine for Kubernetes. Apache-2 -- [GitHub](https://github.com/argoproj/argo-workflows) (👨‍💻 820 · 🔀 2.9K · 📥 3M · 📦 200 · 📋 5.4K - 16% open · ⏱️ 09.11.2023): +- [GitHub](https://github.com/argoproj/argo-workflows) (👨‍💻 830 · 🔀 2.9K · 📥 3.3M · 📦 220 · 📋 5.5K - 16% open · ⏱️ 21.12.2023): ``` git clone https://github.com/argoproj/argo-workflows ```
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dagster (🥈35 · ⭐ 8.8K) - An orchestration platform for the development, production, and.. Apache-2 +
dagster (🥈36 · ⭐ 9.2K · 📈) - An orchestration platform for the development, production, and.. Apache-2 -- [GitHub](https://github.com/dagster-io/dagster) (👨‍💻 360 · 🔀 1.1K · 📦 1.7K · 📋 6.2K - 28% open · ⏱️ 09.11.2023): +- [GitHub](https://github.com/dagster-io/dagster) (👨‍💻 380 · 🔀 1.1K · 📦 1.8K · 📋 6.4K - 29% open · ⏱️ 21.12.2023): ``` git clone https://github.com/dagster-io/dagster ```
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Kubeflow (Kubeflow Pipelines) (🥉33 · ⭐ 13K · 📈) - Machine Learning Toolkit for Kubernetes. Apache-2 +
Kubeflow (Kubeflow Pipelines) (🥉33 · ⭐ 13K) - Machine Learning Toolkit for Kubernetes. Apache-2 -- [GitHub](https://github.com/kubeflow/kubeflow) (👨‍💻 300 · 🔀 2.1K · 📥 79K · 📦 41 · 📋 3.8K - 4% open · ⏱️ 01.11.2023): +- [GitHub](https://github.com/kubeflow/kubeflow) (👨‍💻 300 · 🔀 2.1K · 📥 79K · 📦 41 · 📋 3.8K - 4% open · ⏱️ 19.12.2023): ``` git clone https://github.com/kubeflow/kubeflow ```
-
Luigi (🥉32 · ⭐ 17K) - Luigi is a Python module that helps you build complex pipelines of batch.. Apache-2 +
Luigi (🥉31 · ⭐ 17K · 📉) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 -- [GitHub](https://github.com/spotify/luigi) (👨‍💻 610 · 🔀 2.3K · 📦 2.2K · 📋 970 - 9% open · ⏱️ 25.10.2023): +- [GitHub](https://github.com/spotify/luigi) (👨‍💻 610 · 🔀 2.3K · 📦 2.3K · 📋 980 - 9% open · ⏱️ 17.12.2023): ``` git clone https://github.com/spotify/luigi ```
-
Pachyderm (🥉32 · ⭐ 6K) - Data-Centric Pipelines and Data Versioning. Apache-2 +
Pachyderm (🥉31 · ⭐ 6K · 📉) - Data-Centric Pipelines and Data Versioning. Apache-2 -- [GitHub](https://github.com/pachyderm/pachyderm) (👨‍💻 190 · 🔀 560 · 📥 29K · 📋 3.1K - 22% open · ⏱️ 09.11.2023): +- [GitHub](https://github.com/pachyderm/pachyderm) (👨‍💻 190 · 🔀 550 · 📥 25K · 📋 3.1K - 22% open · ⏱️ 19.12.2023): ``` git clone https://github.com/pachyderm/pachyderm ```
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Metaflow (🥉28 · ⭐ 7.1K) - Build and manage real-life data science projects with ease!. Apache-2 +
Metaflow (🥉28 · ⭐ 7.2K) - Build and manage real-life data science projects with ease!. Apache-2 -- [GitHub](https://github.com/Netflix/metaflow) (👨‍💻 75 · 🔀 630 · 📦 550 · 📋 570 - 41% open · ⏱️ 03.11.2023): +- [GitHub](https://github.com/Netflix/metaflow) (👨‍💻 76 · 🔀 640 · 📦 570 · 📋 580 - 42% open · ⏱️ 12.12.2023): ``` git clone https://github.com/Netflix/metaflow @@ -185,9 +185,9 @@ _Frameworks that allow the creation, management, and optimization of complex dat _Tools for data (and model) versioning_ -
dvc (Data Version Control) (🥇37 · ⭐ 12K) - ML Experiments Management with Git. Apache-2 +
dvc (Data Version Control) (🥇38 · ⭐ 13K · 📈) - ML Experiments Management with Git. Apache-2 -- [GitHub](https://github.com/iterative/dvc) (👨‍💻 290 · 🔀 1.1K · 📥 41K · 📦 10K · 📋 4.5K - 12% open · ⏱️ 09.11.2023): +- [GitHub](https://github.com/iterative/dvc) (👨‍💻 290 · 🔀 1.1K · 📥 48K · 📦 11K · 📋 4.5K - 11% open · ⏱️ 20.12.2023): ``` git clone https://github.com/iterative/dvc @@ -201,9 +201,9 @@ _Tools for data (and model) versioning_ _MLOps platforms that covers all the machine learning lifecycle._ -
Kubeflow (🥇33 · ⭐ 13K · 📈) - Machine Learning Toolkit for Kubernetes. Apache-2 +
Kubeflow (🥇33 · ⭐ 13K) - Machine Learning Toolkit for Kubernetes. Apache-2 -- [GitHub](https://github.com/kubeflow/kubeflow) (👨‍💻 300 · 🔀 2.1K · 📥 79K · 📦 41 · 📋 3.8K - 4% open · ⏱️ 01.11.2023): +- [GitHub](https://github.com/kubeflow/kubeflow) (👨‍💻 300 · 🔀 2.1K · 📥 79K · 📦 41 · 📋 3.8K - 4% open · ⏱️ 19.12.2023): ``` git clone https://github.com/kubeflow/kubeflow @@ -219,23 +219,23 @@ _Tools for managing machine learning experimentation/workflows_
MLFlow (Tracking) (🥇37 · ⭐ 16K) - Open source platform for the machine learning lifecycle. Apache-2 -- [GitHub](https://github.com/mlflow/mlflow) (👨‍💻 670 · 🔀 3.5K · 📦 26K · 📋 3.3K - 31% open · ⏱️ 08.11.2023): +- [GitHub](https://github.com/mlflow/mlflow) (👨‍💻 680 · 🔀 3.6K · 📦 28K · 📋 3.3K - 31% open · ⏱️ 21.12.2023): ``` git clone https://github.com/mlflow/mlflow ```
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ClearML (🥉29 · ⭐ 4.8K) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2 +
ClearML (🥉30 · ⭐ 4.9K · 📈) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2 -- [GitHub](https://github.com/allegroai/clearml) (👨‍💻 88 · 🔀 600 · 📥 1.7K · 📦 780 · 📋 900 - 43% open · ⏱️ 08.11.2023): +- [GitHub](https://github.com/allegroai/clearml) (👨‍💻 88 · 🔀 600 · 📥 1.8K · 📦 860 · 📋 920 - 44% open · ⏱️ 20.12.2023): ``` git clone https://github.com/allegroai/clearml ```
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sacred (🥉25 · ⭐ 4.1K) - Sacred is a tool to help you configure, organize, log and reproduce.. MIT +
sacred (🥉26 · ⭐ 4.1K) - Sacred is a tool to help you configure, organize, log and reproduce.. MIT -- [GitHub](https://github.com/IDSIA/sacred) (👨‍💻 100 · 🔀 360 · 📦 2.7K · 📋 560 - 17% open · ⏱️ 07.11.2023): +- [GitHub](https://github.com/IDSIA/sacred) (👨‍💻 100 · 🔀 360 · 📦 2.7K · 📋 560 - 17% open · ⏱️ 13.11.2023): ``` git clone https://github.com/IDSIA/sacred @@ -249,49 +249,49 @@ _Tools for managing machine learning experimentation/workflows_ _Tools for model serving_ -
KServe (🥇34 · ⭐ 2.6K · 📈) - Standardized Serverless ML Inference Platform on.. Apache-2 +
KServe (🥇34 · ⭐ 2.7K) - Standardized Serverless ML Inference Platform on.. Apache-2 -- [GitHub](https://github.com/kserve/kserve) (👨‍💻 220 · 🔀 810 · 📥 680K · 📦 260 · 📋 1.5K - 20% open · ⏱️ 07.11.2023): +- [GitHub](https://github.com/kserve/kserve) (👨‍💻 220 · 🔀 820 · 📥 800K · 📦 290 · 📋 1.6K - 20% open · ⏱️ 21.12.2023): ``` git clone https://github.com/kserve/kserve ```
-
TensorFlow Serving (🥈31 · ⭐ 6K) - A flexible, high-performance serving system for.. Apache-2 +
TensorFlow Serving (🥈32 · ⭐ 6K · 📈) - A flexible, high-performance serving system for.. Apache-2 -- [GitHub](https://github.com/tensorflow/serving) (👨‍💻 220 · 🔀 2.1K · 📦 22 · 📋 1.4K - 3% open · ⏱️ 09.11.2023): +- [GitHub](https://github.com/tensorflow/serving) (👨‍💻 220 · 🔀 2.1K · 📦 22 · 📋 1.4K - 3% open · ⏱️ 20.12.2023): ``` git clone https://github.com/tensorflow/serving ```
-
BentoML (🥈31 · ⭐ 5.9K) - Build Production-Grade AI Applications. Apache-2 +
BentoML (🥈31 · ⭐ 6K) - Build Production-Grade AI Applications. Apache-2 -- [GitHub](https://github.com/bentoml/BentoML) (👨‍💻 180 · 🔀 650 · 📥 2.1K · 📦 1.4K · 📋 940 - 16% open · ⏱️ 09.11.2023): +- [GitHub](https://github.com/bentoml/BentoML) (👨‍💻 190 · 🔀 660 · 📥 2.1K · 📦 1.4K · 📋 960 - 17% open · ⏱️ 16.12.2023): ``` git clone https://github.com/bentoml/BentoML ```
-
TorchServe (🥈31 · ⭐ 3.7K) - Serve, optimize and scale PyTorch models in production. Apache-2 +
TorchServe (🥈31 · ⭐ 3.8K) - Serve, optimize and scale PyTorch models in production. Apache-2 -- [GitHub](https://github.com/pytorch/serve) (👨‍💻 180 · 🔀 760 · 📥 5.3K · 📦 540 · 📋 1.4K - 20% open · ⏱️ 09.11.2023): +- [GitHub](https://github.com/pytorch/serve) (👨‍💻 180 · 🔀 770 · 📥 5.4K · 📦 570 · 📋 1.5K - 20% open · ⏱️ 21.12.2023): ``` git clone https://github.com/pytorch/serve ```
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Triton Inference Server (🥉29 · ⭐ 6.3K) - The Triton Inference Server provides an optimized.. BSD-3 +
Triton Inference Server (🥉29 · ⭐ 6.6K) - The Triton Inference Server provides an optimized.. BSD-3 -- [GitHub](https://github.com/triton-inference-server/server) (👨‍💻 110 · 🔀 1.3K · 📥 200K · 📋 3.1K - 8% open · ⏱️ 08.11.2023): +- [GitHub](https://github.com/triton-inference-server/server) (👨‍💻 110 · 🔀 1.3K · 📥 210K · 📋 3.2K - 9% open · ⏱️ 19.12.2023): ``` git clone https://github.com/triton-inference-server/server ```
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Seldon (🥉28 · ⭐ 4K · 📉) - An MLOps framework to package, deploy, monitor and.. Apache-2 +
Seldon (🥉27 · ⭐ 4K · 📉) - An MLOps framework to package, deploy, monitor and.. Apache-2 -- [GitHub](https://github.com/SeldonIO/seldon-core) (👨‍💻 200 · 🔀 780 · 📥 710 · 📦 520 · 📋 2.3K - 3% open · ⏱️ 09.10.2023): +- [GitHub](https://github.com/SeldonIO/seldon-core) (👨‍💻 200 · 🔀 790 · 📥 790 · 📦 520 · 📋 2.3K - 3% open · ⏱️ 09.10.2023): ``` git clone https://github.com/SeldonIO/seldon-core @@ -307,7 +307,7 @@ _Tools for training machine learning models._
TFX (🥇25 · ⭐ 2K) - TFX is an end-to-end platform for deploying production ML pipelines. Apache-2 -- [GitHub](https://github.com/tensorflow/tfx) (👨‍💻 180 · 🔀 660 · 📋 880 - 3% open · ⏱️ 08.11.2023): +- [GitHub](https://github.com/tensorflow/tfx) (👨‍💻 180 · 🔀 670 · 📋 880 - 3% open · ⏱️ 20.12.2023): ``` git clone https://github.com/tensorflow/tfx diff --git a/history/2023-12-21_changes.md b/history/2023-12-21_changes.md new file mode 100644 index 0000000..c72492c --- /dev/null +++ b/history/2023-12-21_changes.md @@ -0,0 +1,20 @@ +## 📈 Trending Up + +_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ + +- dvc (Data Version Control) (🥇38 · ⭐ 13K · 📈) - ML Experiments Management with Git. Apache-2 +- Gradio (🥇36 · ⭐ 25K · 📈) - Build and share delightful machine learning apps, all in.. Apache-2 +- dagster (🥈36 · ⭐ 9.2K · 📈) - An orchestration platform for the development, production, and.. Apache-2 +- TensorFlow Serving (🥈32 · ⭐ 6K · 📈) - A flexible, high-performance serving system for.. Apache-2 +- ClearML (🥉30 · ⭐ 4.9K · 📈) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2 + +## 📉 Trending Down + +_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ + +- Dash (🥈33 · ⭐ 20K · 📉) - Data Apps & Dashboards for Python. No JavaScript Required. MIT +- Luigi (🥉31 · ⭐ 17K · 📉) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 +- Pachyderm (🥉31 · ⭐ 6K · 📉) - Data-Centric Pipelines and Data Versioning. Apache-2 +- Streamlit (🥉29 · ⭐ 29K · 📉) - Streamlit A faster way to build and share data apps. Apache-2 +- Seldon (🥉27 · ⭐ 4K · 📉) - An MLOps framework to package, deploy, monitor and.. Apache-2 + diff --git a/history/2023-12-21_projects.csv b/history/2023-12-21_projects.csv new file mode 100644 index 0000000..69aea08 --- /dev/null +++ b/history/2023-12-21_projects.csv @@ -0,0 +1,25 @@ +,name,category,github_id,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,github_release_downloads,monthly_downloads,release_count,description,dependent_project_count,github_dependent_project_count,contributor_count,projectrank,show,projectrank_placing,trending,labels,updated_github_id +0,Airflow,data-workflows,apache/airflow,https://github.com/apache/airflow,https://github.com/apache/airflow,Apache-2.0,2015-04-13 18:04:58,2023-12-21 18:00:36,2023-12-21 17:30:59,22490,979.0,12719,754,24149,752,7629,32797,2023-12-18 19:16:17,2.8.0,576396.0,5763.0,74,"Apache Airflow - A platform to programmatically author, schedule, and monitor workflows.",8880.0,8880.0,3115,43,True,1,,, +1,Argo,data-workflows,argoproj/argo-workflows,https://github.com/argoproj/argo-workflows,https://github.com/argoproj/argo-workflows,Apache-2.0,2017-08-21 18:50:44,2023-12-21 16:40:27,2023-12-21 15:22:04,4956,247.0,2926,203,5833,917,4590,13830,2023-11-27 19:16:42,3.5.2,3280541.0,113122.0,100,Workflow Engine for Kubernetes.,219.0,219.0,826,39,True,2,,, +2,dvc (Data Version Control),data-versioning,iterative/dvc,https://github.com/iterative/dvc,https://github.com/iterative/dvc,Apache-2.0,2017-03-04 08:16:33,2023-12-21 05:23:06,2023-12-20 23:05:08,9120,128.0,1102,137,5304,514,4026,12674,2023-12-20 23:17:12,3.35.0,47921.0,3993.0,100,ML Experiments Management with Git.,11311.0,11311.0,289,38,True,1,1.0,, +3,MLFlow (Tracking),mlops-experimentation-tracking,mlflow/mlflow,https://github.com/mlflow/mlflow,https://github.com/mlflow/mlflow,Apache-2.0,2018-06-05 16:05:58,2023-12-21 17:05:51,2023-12-21 10:42:15,5170,504.0,3607,291,7187,1053,2286,16103,2023-12-14 15:34:34,2.9.2,,,80,Open source platform for the machine learning lifecycle.,27669.0,27669.0,683,37,True,1,,, +4,Gradio,data-visualization,gradio-app/gradio,https://github.com/gradio-app/gradio,https://github.com/gradio-app/gradio,Apache-2.0,2018-12-19 08:24:04,2023-12-21 17:33:42,2023-12-21 02:16:21,6059,379.0,1708,143,3079,421,2982,24981,2023-08-23 23:33:20,3.41.0,,,100,"Build and share delightful machine learning apps, all in Python. Star to support our work!.",19378.0,19378.0,237,36,True,1,1.0,['python'], +5,dagster,data-workflows,dagster-io/dagster,https://github.com/dagster-io/dagster,https://github.com/dagster-io/dagster,Apache-2.0,2018-04-30 16:30:04,2023-12-21 17:20:03,2023-12-21 17:04:57,16728,906.0,1115,105,11185,1891,4495,9216,2023-12-14 19:19:44,1.5.13,,,100,"An orchestration platform for the development, production, and observation of data assets.",1785.0,1785.0,375,36,True,2,1.0,, +6,KServe,model-serving,kserve/kserve,https://github.com/kserve/kserve,https://github.com/kserve/kserve,Apache-2.0,2019-03-27 21:14:14,2023-12-21 15:01:05,2023-12-21 02:01:31,1328,54.0,825,61,1651,324,1241,2654,2023-11-15 14:13:33,0.11.2,802066.0,15726.0,27,Standardized Serverless ML Inference Platform on Kubernetes.,294.0,294.0,223,34,True,1,,"['tensorflow', 'pytorch', 'onnx']", +7,Dash,data-visualization,plotly/dash,https://github.com/plotly/dash,https://github.com/plotly/dash,MIT,2015-04-10 01:53:08,2023-12-16 18:16:41,2023-12-16 18:16:41,7091,70.0,1903,413,1006,766,848,19828,2023-11-28 00:56:54,2.14.2,22.0,0.0,65,Data Apps & Dashboards for Python. No JavaScript Required.,56009.0,56009.0,143,33,True,2,-1.0,['python'], +8,Kubeflow (Kubeflow Pipelines),data-workflows,kubeflow/kubeflow,https://github.com/kubeflow/kubeflow,https://github.com/kubeflow/kubeflow,Apache-2.0,2017-11-30 18:44:19,2023-12-19 06:39:58,2023-12-19 06:37:38,2519,33.0,2138,362,3590,188,3619,13250,2023-11-01 13:36:46,1.8.0,79254.0,1148.0,89,Machine Learning Toolkit for Kubernetes.,41.0,41.0,302,33,True,3,,, +9,Kubeflow,mlops-end2end,kubeflow/kubeflow,https://github.com/kubeflow/kubeflow,https://github.com/kubeflow/kubeflow,Apache-2.0,2017-11-30 18:44:19,2023-12-19 06:39:58,2023-12-19 06:37:38,2519,33.0,2138,362,3590,188,3619,13250,2023-11-01 13:36:46,1.8.0,79254.0,1148.0,89,Machine Learning Toolkit for Kubernetes.,41.0,41.0,302,33,True,1,,, +10,TensorFlow Serving,model-serving,tensorflow/serving,https://github.com/tensorflow/serving,https://github.com/tensorflow/serving,Apache-2.0,2016-01-26 21:48:20,2023-12-20 20:45:43,2023-12-20 20:45:40,8146,309.0,2117,240,743,45,1397,6022,2023-11-21 22:22:47,2.14.1,,,100,"A flexible, high-performance serving system for machine learning models.",22.0,22.0,222,32,True,2,1.0,['tensorflow'], +11,Luigi,data-workflows,spotify/luigi,https://github.com/spotify/luigi,https://github.com/spotify/luigi,Apache-2.0,2012-09-20 15:06:38,2023-12-21 05:27:04,2023-12-17 16:24:46,4089,5.0,2287,478,2285,95,880,16977,2023-10-05 11:21:35,3.4.0,,,57,"Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution,..",2271.0,2271.0,609,31,True,3,-1.0,, +12,Pachyderm,data-workflows,pachyderm/pachyderm,https://github.com/pachyderm/pachyderm,https://github.com/pachyderm/pachyderm,Apache-2.0,2014-09-04 07:50:02,2023-12-21 07:53:18,2023-12-19 17:57:31,22192,153.0,554,164,6512,700,2387,6013,2023-12-13 20:13:34,2.8.2,25115.0,3587.0,100,Data-Centric Pipelines and Data Versioning.,,,188,31,True,3,-1.0,, +13,BentoML,model-serving,bentoml/BentoML,https://github.com/bentoml/BentoML,https://github.com/bentoml/BentoML,Apache-2.0,2019-04-02 01:39:27,2023-12-21 10:22:54,2023-12-16 11:57:25,2708,64.0,664,74,3157,172,787,6004,2023-11-20 04:07:45,1.1.10,2125.0,37.0,95,Build Production-Grade AI Applications.,1431.0,1431.0,190,31,True,2,,"['tensorflow', 'pytorch', 'onnx']", +14,TorchServe,model-serving,pytorch/serve,https://github.com/pytorch/serve,https://github.com/pytorch/serve,Apache-2.0,2019-10-03 03:17:43,2023-12-21 18:01:01,2023-12-21 16:47:42,3624,120.0,767,56,1381,304,1173,3788,2023-10-13 00:21:43,0.9.0,5440.0,123.0,20,"Serve, optimize and scale PyTorch models in production.",571.0,571.0,181,31,True,2,,['pytorch'], +15,ClearML,mlops-experimentation-tracking,allegroai/clearml,https://github.com/allegroai/clearml,https://github.com/allegroai/clearml,Apache-2.0,2019-06-10 08:18:32,2023-12-20 16:58:22,2023-12-20 11:14:14,2258,57.0,605,90,241,409,515,4932,2023-11-08 21:09:23,1.13.2,1836.0,34.0,90,"ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management.",856.0,856.0,88,30,True,3,1.0,, +16,Streamlit,data-visualization,streamlit/streamlit,https://github.com/streamlit/streamlit,https://github.com/streamlit/streamlit,Apache-2.0,2019-08-24 00:14:52,2023-12-21 17:05:37,2023-12-21 08:10:29,5987,183.0,2567,300,3981,681,3104,29142,2023-11-30 20:05:51,1.29.0,,,70,Streamlit A faster way to build and share data apps.,,,213,29,True,3,-6.0,['python'], +17,Triton Inference Server,model-serving,triton-inference-server/server,https://github.com/triton-inference-server/server,https://github.com/triton-inference-server/server,BSD-3-Clause,2018-10-04 21:10:30,2023-12-20 22:56:40,2023-12-19 19:10:09,3242,97.0,1278,133,3383,318,2899,6588,2023-12-20 01:02:35,2.41.0,205303.0,3365.0,62,The Triton Inference Server provides an optimized cloud and edge inferencing solution.,,,111,29,True,3,,"['tensorflow', 'pytorch']", +18,Labelimg,data-labelling,heartexlabs/labelImg,https://github.com/HumanSignal/labelImg,https://github.com/HumanSignal/labelImg,MIT,2015-09-17 01:33:59,2023-12-07 01:59:46,2022-09-22 22:12:32,449,,5842,392,243,399,363,21153,2018-12-03 05:40:38,1.8.1,,,2,LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer..,1084.0,1084.0,109,28,False,1,,,HumanSignal/labelImg +19,Metaflow,data-workflows,Netflix/metaflow,https://github.com/Netflix/metaflow,https://github.com/Netflix/metaflow,Apache-2.0,2019-09-17 17:48:25,2023-12-20 19:00:22,2023-12-12 14:48:29,814,58.0,643,275,1072,249,335,7233,2023-12-04 21:08:28,2.10.8,,,100,Build and manage real-life data science projects with ease!.,572.0,572.0,76,28,True,3,,, +20,voila,data-visualization,voila-dashboards/voila,https://github.com/voila-dashboards/voila,https://github.com/voila-dashboards/voila,,2018-08-21 14:21:42,2023-12-11 10:23:30,2023-12-11 10:23:30,1439,17.0,476,77,722,278,424,5029,2023-10-31 09:04:25,0.5.5,1026.0,38.0,44,Voil turns Jupyter notebooks into standalone web applications.,10629.0,10629.0,68,28,False,3,,, +21,Seldon,model-serving,SeldonIO/seldon-core,https://github.com/SeldonIO/seldon-core,https://github.com/SeldonIO/seldon-core,Apache-2.0,2017-12-20 14:51:54,2023-12-20 21:13:44,2023-10-09 08:31:40,7304,1.0,789,85,2897,89,2182,4043,2023-08-17 09:13:00,1.17.1,787.0,11.0,62,"An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models.",524.0,524.0,202,27,True,3,-1.0,"['tensorflow', 'pytorch', 'onnx']", +22,sacred,mlops-experimentation-tracking,IDSIA/sacred,https://github.com/IDSIA/sacred,https://github.com/IDSIA/sacred,MIT,2014-03-31 18:05:29,2023-11-13 07:23:02,2023-11-13 07:19:19,1344,2.0,362,71,366,97,460,4124,2023-11-13 07:23:02,0.8.5,,,13,"Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.",2743.0,2743.0,105,26,True,3,,, +23,TFX,model-training,tensorflow/tfx,https://github.com/tensorflow/tfx,https://github.com/tensorflow/tfx,Apache-2.0,2019-02-04 17:14:36,2023-12-21 08:21:54,2023-12-20 21:51:50,5445,125.0,671,89,5641,34,846,2037,2023-09-06 18:31:57,1.14.0,,,91,TFX is an end-to-end platform for deploying production ML pipelines.,,,178,25,True,1,,['tensorflow'], diff --git a/latest-changes.md b/latest-changes.md index 75d96e3..c72492c 100644 --- a/latest-changes.md +++ b/latest-changes.md @@ -2,13 +2,19 @@ _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ -- KServe (🥇34 · ⭐ 2.6K · 📈) - Standardized Serverless ML Inference Platform on.. Apache-2 -- Kubeflow (Kubeflow Pipelines) (🥉33 · ⭐ 13K · 📈) - Machine Learning Toolkit for Kubernetes. Apache-2 -- Kubeflow (🥇33 · ⭐ 13K · 📈) - Machine Learning Toolkit for Kubernetes. Apache-2 +- dvc (Data Version Control) (🥇38 · ⭐ 13K · 📈) - ML Experiments Management with Git. Apache-2 +- Gradio (🥇36 · ⭐ 25K · 📈) - Build and share delightful machine learning apps, all in.. Apache-2 +- dagster (🥈36 · ⭐ 9.2K · 📈) - An orchestration platform for the development, production, and.. Apache-2 +- TensorFlow Serving (🥈32 · ⭐ 6K · 📈) - A flexible, high-performance serving system for.. Apache-2 +- ClearML (🥉30 · ⭐ 4.9K · 📈) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2 ## 📉 Trending Down _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ -- Seldon (🥉28 · ⭐ 4K · 📉) - An MLOps framework to package, deploy, monitor and.. Apache-2 +- Dash (🥈33 · ⭐ 20K · 📉) - Data Apps & Dashboards for Python. No JavaScript Required. MIT +- Luigi (🥉31 · ⭐ 17K · 📉) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 +- Pachyderm (🥉31 · ⭐ 6K · 📉) - Data-Centric Pipelines and Data Versioning. Apache-2 +- Streamlit (🥉29 · ⭐ 29K · 📉) - Streamlit A faster way to build and share data apps. Apache-2 +- Seldon (🥉27 · ⭐ 4K · 📉) - An MLOps framework to package, deploy, monitor and.. Apache-2