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ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

ml_implementation

Implementation of Machine Learning Algorithms

mmdetection

Open MMLab Detection Toolbox and Benchmark

mmdetection-annotated

mmdetection源码注释

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

model-compression

model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for binary value of feature(A))

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

msnhnet

A mini pytorch inference framework which inspired from darknet.

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

mushroom-rl

Python library for Reinforcement Learning experiments.

music-generation-with-dl

Resources on Music Generation with Deep Learning

naacl_transfer_learning_tutorial

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

nalgebra

Linear algebra library for Rust.

nas-benchmark

Code for our ICLR2020 paper "NAS evaluation is frustratingly hard"

neat

Neuroevolution of augmented topologies. This algorithm is similar to normal neuroevolution, but it also evolves the network topology. Based on "Evolving Neural Networks through Augmenting Topologies" by Kenneth O. Stanley and Risto Miikkulainen.

neat-python

Python implementation of the NEAT neuroevolution algorithm

neural-network-genetic-algorithm

Evolving a neural network with a genetic algorithm.

neural_arithmetic_logic_units

This is the code for "Neural Arithmetic Logic Units" By Siraj Raval on Youtube

niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

note-on-deep-reinforcement-learning

课程笔记，David Silver，CS294 ...

numerical-optimization-books

Collected study materials in Numerical Optimization ANU@MATH3514(HPC)

obj_det_progress_tracker

Object Detection Progress Tracker

od_dataset_conversion_scripts

object detection dataset conversion scripts

paddlegan

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

paper_notes

This will contain my notes for research papers that I read.

paper_notes-1

[WIP] Note on the research papers I read :squirrel:

papers

Collection of papers read

pg_travel

Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)