tfjs-v3.4.0

Core (3.3.0 ==> 3.4.0)

Bug fixes

• [tfjs-core] Performance issue with tf.signal.stft (#4790) (#4623). Thanks, @harangp.
• Detect react native in 'isMobile' (#4817).

Documentation

• Address mutability edge case in tf.Tensor docs (#4916).

Security

• fix sec vulnerabilities for all packages (#4869).
• Bump y18n from 3.2.1 to 3.2.2 in /tfjs-core (#4880). Thanks, @dependabot[bot].
• Bump yargs-parser from 5.0.0 to 5.0.1 in /tfjs-core (#4863). Thanks, @dependabot[bot].

Misc

• Update monorepo to 3.4.0. (#4926).
• [core] Fix a bug in einsum kernels (#4915).
• [core] Add basic implementation of einsum (#4903).
• Make tfjs-core tests more robust (#4895).
• Fix meshgrid tests for webgl precision (#4899).
• Add tf.meshgrid support for 2D case only (#4855). Thanks, @DCtheTall.
• Fix where op (#4872). Thanks, @kinsei0916.
• Move cloud functions to central location and update googleapis (#4875).
• Fix a bug in toNestedArray where it doesn't handle complex tensors properly (#4827).

Data (3.3.0 ==> 3.4.0)

Security

• fix sec vulnerabilities for all packages (#4869).

Misc

• Update lockfiles branch tfjs_3.4.0_lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).

Layers (3.3.0 ==> 3.4.0)

Features

• [layers]: Add Conv3DTranspose Layer (#2641). Thanks, @WenheLI.

Security

• fix sec vulnerabilities for all packages (#4869).

Misc

• Update lockfiles branch tfjs_3.4.0_lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• Add Swish to activation config (#4834). Thanks, @rthadur.

Converter (3.3.0 ==> 3.4.0)

Features

• add support for isNan op (#4858).

Bug fixes

• do not dispose intermediate tensor with kept status (#4894).
• Adding mode to h5py.File to dismiss deprecation warning (#4890). Thanks, @badjano.

Security

• fix sec vulnerabilities for all packages (#4869).

Misc

• Update lockfiles branch tfjs_3.4.0_lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• [converter] Support Einsum (#4914).

Node (3.3.0 ==> 3.4.0)

Features

• tfjs-node: add 2.0 api (#4810). Thanks, @WenheLI.
• [tfjs-node] Make yarn build works on Windows (#4849). Thanks, @haoyunfeix.

Security

• fix sec vulnerabilities for all packages (#4869).

Misc

• Update lockfiles branch tfjs_3.4.0_lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• [core] Add basic implementation of einsum (#4903).

Wasm (3.3.0 ==> 3.4.0)

Features

• Added tan.cc tan.ts file (#4826). Thanks, @carrycooldude.
• [wasm] Add mirrorPad kernel (#4804). Thanks, @kinsei0916.
• [wasm] Add all/any kernels (#4799). Thanks, @kinsei0916.

Documentation

• Remove WASM Emscripten install instructions (#4893).
• Update readme (#4798).

Security

• fix sec vulnerabilities for all packages (#4869).
• Bump http-proxy from 1.18.0 to 1.18.1 in /tfjs-backend-wasm (#4865). Thanks, @dependabot[bot].

Misc

• Update lockfiles branch tfjs_3.4.0_lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• [wasm] Add iOS 11 workaround for Tan (#4925).
• Use official emsdk bazel toolchain (#4769).
• Fix include path (#4835). Thanks, @kinsei0916.
• Add a local test configs for the wasm threaded and threaded-simd (#4780).

Cpu (3.3.0 ==> 3.4.0)

Security

• fix sec vulnerabilities for all packages (#4869).

Misc

• Update lockfiles branch tfjs_3.4.0_lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• [core] Fix a bug in einsum kernels (#4915).
• [core] Add basic implementation of einsum (#4903).

Webgl (3.3.0 ==> 3.4.0)

Bug fixes

• improve perf of packed depthwise conv2d (#4909).
• [webgl]Remove cpu backend warning. (#4908).

Security

• fix sec vulnerabilities for all packages (#4869).

Misc

• Update lockfiles branch tfjs_3.4.0_lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• [core] Fix a bug in einsum kernels (#4915).
• [core] Add basic implementation of einsum (#4903).