diff --git a/js/yarn.lock b/js/yarn.lock
index 878dca21..a886b813 100644
--- a/js/yarn.lock
+++ b/js/yarn.lock
@@ -633,56 +633,33 @@
   dependencies:
     "@sinonjs/commons" "^3.0.0"
 
-"@tensorflow/tfjs-backend-cpu@4.20.0":
-  version "4.20.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-cpu/-/tfjs-backend-cpu-4.20.0.tgz#7cc7a31fd91950a0d4d1e922c8e9a8f7e7a3e2cc"
-  integrity sha512-1QRQ6AqAa/VB8JOArf5nY3Dc/QQHXbfuxgdIdQhKrABEHgvlaWt2Vv696UhIlVl75YoNY+vWlCwBdGQIKYfFGw==
+"@tensorflow/tfjs-backend-cpu@4.22.0":
+  version "4.22.0"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-cpu/-/tfjs-backend-cpu-4.22.0.tgz#72aeaab14f6f16bbd995c9e6751a8d094d5639a9"
+  integrity sha512-1u0FmuLGuRAi8D2c3cocHTASGXOmHc/4OvoVDENJayjYkS119fcTcQf4iHrtLthWyDIPy3JiPhRrZQC9EwnhLw==
   dependencies:
     "@types/seedrandom" "^2.4.28"
     seedrandom "^3.0.5"
 
-"@tensorflow/tfjs-backend-cpu@4.21.0":
-  version "4.21.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-cpu/-/tfjs-backend-cpu-4.21.0.tgz#27a489f838b88aa98220da0aaf29f58d16fc9d05"
-  integrity sha512-yS9Oisg4L48N7ML6677ilv1eP5Jt59S74skSU1cCsM4yBAtH4DAn9b89/JtqBISh6JadanfX26b4HCWQvMvqFg==
+"@tensorflow/tfjs-backend-webgl@4.22.0":
+  version "4.22.0"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-4.22.0.tgz#c6ffb8c5e737b1b1ef7fab8f721328b5b2e658c0"
+  integrity sha512-H535XtZWnWgNwSzv538czjVlbJebDl5QTMOth4RXr2p/kJ1qSIXE0vZvEtO+5EC9b00SvhplECny2yDewQb/Yg==
   dependencies:
-    "@types/seedrandom" "^2.4.28"
-    seedrandom "^3.0.5"
-
-"@tensorflow/tfjs-backend-webgl@4.20.0":
-  version "4.20.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-4.20.0.tgz#920bdda8cce920c183a48d917e34e80cea2e0c43"
-  integrity sha512-M03fJonJGxm2u3SCzRNA2JLh0gxaAye64SEmGAXOehizowxy42l+lMsPWU8xU7r7mN6PEilBNkuKAf5YJ7Xumg==
-  dependencies:
-    "@tensorflow/tfjs-backend-cpu" "4.20.0"
-    "@types/offscreencanvas" "~2019.3.0"
-    "@types/seedrandom" "^2.4.28"
-    seedrandom "^3.0.5"
-
-"@tensorflow/tfjs-backend-webgl@4.21.0":
-  version "4.21.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-4.21.0.tgz#30fba5a0c583d1fdb8b2e94a73b3080f5f7e524d"
-  integrity sha512-7k6mb7dd0uF9jI51iunF3rhEXjvR/a613kjWZ0Rj3o1COFrneyku2C7cRMZERWPhbgXZ+dF+j9MdpGIpgtShIQ==
-  dependencies:
-    "@tensorflow/tfjs-backend-cpu" "4.21.0"
+    "@tensorflow/tfjs-backend-cpu" "4.22.0"
     "@types/offscreencanvas" "~2019.3.0"
     "@types/seedrandom" "^2.4.28"
     seedrandom "^3.0.5"
 
-"@tensorflow/tfjs-converter@4.20.0":
-  version "4.20.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-converter/-/tfjs-converter-4.20.0.tgz#e23549330e0bb693db9373efa892e695fd48186b"
-  integrity sha512-UJ2ntQ1TNtVHB5qGMwB0j306bs3KH1E1HKJ9Dxvrc6PUaivOV+CPKqmbidOFG5LylXeRC36JBdhe+gVT2nFHNw==
-
-"@tensorflow/tfjs-converter@4.21.0":
-  version "4.21.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-converter/-/tfjs-converter-4.21.0.tgz#a4d9f36025c9128a57476818eb8bf0c9e2011628"
-  integrity sha512-cUhU+F1lGx2qnKk/gRy8odBh0PZlFz0Dl71TG8LVnj0/g352DqiNrKXlKO/po9aWzP8x0KUGC3gNMSMJW+T0DA==
+"@tensorflow/tfjs-converter@4.22.0":
+  version "4.22.0"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-converter/-/tfjs-converter-4.22.0.tgz#a5d727c1d97cf1fafda18b79be278e83b38a1ad3"
+  integrity sha512-PT43MGlnzIo+YfbsjM79Lxk9lOq6uUwZuCc8rrp0hfpLjF6Jv8jS84u2jFb+WpUeuF4K33ZDNx8CjiYrGQ2trQ==
 
-"@tensorflow/tfjs-core@4.20.0":
-  version "4.20.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-core/-/tfjs-core-4.20.0.tgz#6f40757d33e53489a4a165e59ef4768502db12a9"
-  integrity sha512-m/cc9qDc63al9UhdbXRUYTLGfJJlhuN5tylAX/2pJMLj32c8a6ThGDJYoKzpf32n5g3MQGYLchjClDxeGdXMPQ==
+"@tensorflow/tfjs-core@4.22.0":
+  version "4.22.0"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-core/-/tfjs-core-4.22.0.tgz#fc4b45d2377410fa3a42c88ca77d8f23d83cffc3"
+  integrity sha512-LEkOyzbknKFoWUwfkr59vSB68DMJ4cjwwHgicXN0DUi3a0Vh1Er3JQqCI1Hl86GGZQvY8ezVrtDIvqR1ZFW55A==
   dependencies:
     "@types/long" "^4.0.1"
     "@types/offscreencanvas" "~2019.7.0"
@@ -692,54 +669,27 @@
     node-fetch "~2.6.1"
     seedrandom "^3.0.5"
 
-"@tensorflow/tfjs-core@4.21.0":
-  version "4.21.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-core/-/tfjs-core-4.21.0.tgz#5f12bd67badf28d65b628bb7c4968dae716a8fba"
-  integrity sha512-ZbECwXps5wb9XXcGq4ZXvZDVjr5okc3I0+i/vU6bpQ+nVApyIrMiyEudP8f6vracVTvNmnlN62vUXoEsQb2F8g==
-  dependencies:
-    "@types/long" "^4.0.1"
-    "@types/offscreencanvas" "~2019.7.0"
-    "@types/seedrandom" "^2.4.28"
-    "@webgpu/types" "0.1.38"
-    long "4.0.0"
-    node-fetch "~2.6.1"
-    seedrandom "^3.0.5"
-
-"@tensorflow/tfjs-data@4.20.0":
-  version "4.20.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-data/-/tfjs-data-4.20.0.tgz#4c0e84a0e12e07392c3c854efd5f2a147548776e"
-  integrity sha512-k6S8joXhoXkatcoT6mYCxBzRCsnrLfnl6xjLe46SnXO0oEEy4Vuzbmp5Ydl1uU2hHr73zL91EdAC1k8Hng/+oA==
-  dependencies:
-    "@types/node-fetch" "^2.1.2"
-    node-fetch "~2.6.1"
-    string_decoder "^1.3.0"
-
-"@tensorflow/tfjs-data@4.21.0":
-  version "4.21.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-data/-/tfjs-data-4.21.0.tgz#cfc1abf63e753c31482cf7a01d17cbb882c18605"
-  integrity sha512-LpJ/vyQMwYHkcVCqIRg7IVVw13VBY7rNAiuhmKP9S5NP/2ye4KA8BJ4XwDIDgjCVQM7glK9L8bMav++xCDf7xA==
+"@tensorflow/tfjs-data@4.22.0":
+  version "4.22.0"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-data/-/tfjs-data-4.22.0.tgz#ec2dd94adc865d32ff75c9d64d4f404fd6b89022"
+  integrity sha512-dYmF3LihQIGvtgJrt382hSRH4S0QuAp2w1hXJI2+kOaEqo5HnUPG0k5KA6va+S1yUhx7UBToUKCBHeLHFQRV4w==
   dependencies:
     "@types/node-fetch" "^2.1.2"
     node-fetch "~2.6.1"
     string_decoder "^1.3.0"
 
-"@tensorflow/tfjs-layers@4.20.0":
-  version "4.20.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-layers/-/tfjs-layers-4.20.0.tgz#7d00dc3c3cea1ce8e7df67480e2738ab71a0016f"
-  integrity sha512-SCHZH29Vyw+Y9eoaJHiaNo6yqM9vD3XCKncoczonRRywejm3FFqddg1AuWAfSE9XoNPE21o9PsknvKLl/Uh+Cg==
-
-"@tensorflow/tfjs-layers@4.21.0":
-  version "4.21.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-layers/-/tfjs-layers-4.21.0.tgz#b28a64438ce7025066bbaca337b5422888962192"
-  integrity sha512-a8KaMYlY3+llvE9079nvASKpaaf8xpCMdOjbgn+eGhdOGOcY7QuFUkd/2odvnXDG8fK/jffE1LoNOlfYoBHC4w==
+"@tensorflow/tfjs-layers@4.22.0":
+  version "4.22.0"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-layers/-/tfjs-layers-4.22.0.tgz#b3a3608da222203c01698d1285e6f221c6d12207"
+  integrity sha512-lybPj4ZNj9iIAPUj7a8ZW1hg8KQGfqWLlCZDi9eM/oNKCCAgchiyzx8OrYoWmRrB+AM6VNEeIT+2gZKg5ReihA==
 
 "@tensorflow/tfjs-node@^4.19.0":
-  version "4.20.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-node/-/tfjs-node-4.20.0.tgz#32a5e40e5881ff3e339b4d6d39a782ac649c8b67"
-  integrity sha512-pVSOlzsVqh5ck3aiNPJCltB3ASKjsLqNPvJ28lXn9Xg648U4eHDk8G47m9w4uf0FdVcWDfjPM3hDCbBZ/E2KXg==
+  version "4.22.0"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-node/-/tfjs-node-4.22.0.tgz#9883605202424e993b6c7cc4dedfd9282634567c"
+  integrity sha512-uHrXeUlfgkMxTZqHkESSV7zSdKdV0LlsBeblqkuKU9nnfxB1pC6DtoyYVaLxznzZy7WQSegjcohxxCjAf6Dc7w==
   dependencies:
     "@mapbox/node-pre-gyp" "1.0.9"
-    "@tensorflow/tfjs" "4.20.0"
+    "@tensorflow/tfjs" "4.22.0"
     adm-zip "^0.5.2"
     google-protobuf "^3.9.2"
     https-proxy-agent "^2.2.1"
@@ -747,34 +697,17 @@
     rimraf "^2.6.2"
     tar "^6.2.1"
 
-"@tensorflow/tfjs@4.20.0":
-  version "4.20.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs/-/tfjs-4.20.0.tgz#7835d14d1661d459817595196a4bc7bb0d949b75"
-  integrity sha512-+ZLfJq2jyIOE2/+yKPoyD/gfy3RZypbfMrlzvBDgodTK5jnexprihhX38hxilh9HPWvWQXJqiUjKJP5ECCikrw==
-  dependencies:
-    "@tensorflow/tfjs-backend-cpu" "4.20.0"
-    "@tensorflow/tfjs-backend-webgl" "4.20.0"
-    "@tensorflow/tfjs-converter" "4.20.0"
-    "@tensorflow/tfjs-core" "4.20.0"
-    "@tensorflow/tfjs-data" "4.20.0"
-    "@tensorflow/tfjs-layers" "4.20.0"
-    argparse "^1.0.10"
-    chalk "^4.1.0"
-    core-js "3.29.1"
-    regenerator-runtime "^0.13.5"
-    yargs "^16.0.3"
-
-"@tensorflow/tfjs@^4.19.0":
-  version "4.21.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs/-/tfjs-4.21.0.tgz#dab78f7d924d4061ac8edca7f1bae19452008c76"
-  integrity sha512-7D/+H150ptvt+POMbsME3WlIvLiuBR2rCC2Z0hOKKb/5Ygkj7xsp/K2HzOvUj0g0yjk+utkU45QEYhnhjnbHRA==
-  dependencies:
-    "@tensorflow/tfjs-backend-cpu" "4.21.0"
-    "@tensorflow/tfjs-backend-webgl" "4.21.0"
-    "@tensorflow/tfjs-converter" "4.21.0"
-    "@tensorflow/tfjs-core" "4.21.0"
-    "@tensorflow/tfjs-data" "4.21.0"
-    "@tensorflow/tfjs-layers" "4.21.0"
+"@tensorflow/tfjs@4.22.0", "@tensorflow/tfjs@^4.19.0":
+  version "4.22.0"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs/-/tfjs-4.22.0.tgz#6fa2d850d39579ef190d2cb8d2451524059ddab5"
+  integrity sha512-0TrIrXs6/b7FLhLVNmfh8Sah6JgjBPH4mZ8JGb7NU6WW+cx00qK5BcAZxw7NCzxj6N8MRAIfHq+oNbPUNG5VAg==
+  dependencies:
+    "@tensorflow/tfjs-backend-cpu" "4.22.0"
+    "@tensorflow/tfjs-backend-webgl" "4.22.0"
+    "@tensorflow/tfjs-converter" "4.22.0"
+    "@tensorflow/tfjs-core" "4.22.0"
+    "@tensorflow/tfjs-data" "4.22.0"
+    "@tensorflow/tfjs-layers" "4.22.0"
     argparse "^1.0.10"
     chalk "^4.1.0"
     core-js "3.29.1"