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glove

GloVe model for distributed word representation

graphgpt

Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️‍♂️

guesswhat

GuessWhat?! Baselines

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-hyrja

hpbandster

a distributed Hyperband implementation on Steroids

igan

Interactive Image Generation via Generative Adversarial Networks

improved-gan

Code for the paper "Improved Techniques for Training GANs"

janggu

Deep learning infrastructure for bioinformatics

kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-cosine-annealing

Keras implementation of Cosine Annealing Scheduler

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

keras-genomics

Perform hyper-parameter tuning, training, testing and prediction with Keras

keras-multi-head

A wrapper layer for stacking layers horizontally

keras-one-cycle

Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)

keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

keras-tcn

Keras Temporal Convolutional Network.

keras-tuner

Hyperparameter tuning for humans

keras-vis

Neural network visualization toolkit for keras

kipoi

Kipoi's model zoo API

l0.pytorch

an implementation of L0 regularization with PyTorch

l0regularization

A simple demo for L0 regularization in tensorflow

leopard

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

livewhisper

A nearly-live implementation of OpenAI's Whisper, using sounddevice. Requires existing Whisper install.

lrfinder

Learning Rate Finder (or LRFinder) Callback for Keras. Implementation as close as possible of FastAI.

machine_learning

Some example machine learning algorithm implementations from Berkeley's CS 281A during Fall 2012.

magenta

Magenta: Music and Art Generation with Machine Intelligence

metabolicpathwayprediction