This repo holds the Pytorch codes and models for the BTH framework presented on CVPR 2021

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

Python Data Science Handbook: full text in Jupyter Notebooks

Robust PCA implementation and examples (Matlab)

A Platform for Many-agent Reinforcement Learning

Reinforcement learning resources curated

Regularized Semi-NMF for Hashing

A MNIST-like fashion product database. Benchmark 👉

A toolkit for developing and comparing reinforcement learning algorithms.

This is the implementation for the paper "Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval"

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

Simple Reinforcement learning tutorials

A Toolkit for Industrial Topic Modeling

A HMM-like linear-chain CRF, used Tensorflow API. 🐣

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Computation using data flow graphs for scalable machine learning

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to t…

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

Efficient, reusable RNNs and LSTMs for torch

Weight initialisation schemes for Torch7 neural network modules

A curated list of awesome Torch tutorials, projects and communities

jLDADMM: A Java package for the LDA and DMM topic models

Matlab codes for feature learning

Text classification using a convolutional neural network.

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

A project for conversion between Traditional and Simplified Chinese