tkhan3

fashion-compatibility

Learning Type-Aware Embeddings for Fashion Compatibility

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

ML-From-Scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

Cirq

A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.

colab_deep_learning

colab notebook for deep learning

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

DeepZine

Synthetic book pages created with a PGGAN

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

Fall-Detection

Non-invasive Fall Detection with Keras and Tensorflow

gcForest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

Horizon

A platform for Applied Reinforcement Learning (Applied RL)

how_optimization_works

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

loss-landscape

Code for visualizing the loss landscape of neural nets

lucid

A collection of infrastructure and tools for research in neural network interpretability.

MAMEToolkit

A Python toolkit used to train reinforcement learning algorithms against arcade games

mleap

MLeap: Deploy Spark Pipelines to Production

neural-pipeline

Neural networks training pipeline based on PyTorch

nlplibrary

rl-baselines-zoo

A collection of pre-trained RL agents using Stable Baselines

self-attention-gan

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

textanalytics

textanalytics code

tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

umap

Uniform Manifold Approximation and Projection

word-embedding-dimensionality-selection

On the Dimensionality of Word Embedding, NIPS 2018