YuechengLi

Applications

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

convnet-burden

Memory consumption and FLOP count estimates for convnets

EyerissF

An Eyeriss Chip (researched by MIT, a CNN accelerator) simulator and New DNN framework "Hive"

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

nn

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

nvdla_compiler

practicalAI

A practical approach to learning machine learning.

quantized_distillation

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

adanet

Fast and flexible AutoML with learning guarantees.

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

C3D

C3D is a modified version of BVLC caffe to support 3D ConvNets.

CCNet

CCNet achieves the state-of-the-art performance on Cityscapes and ADE20K.

cs229t

Statistical Learning Theory (CS229T) Lecture Notes

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

fb-caffe-exts

Some handy utility libraries and tools for the Caffe deep learning framework.

INQ-pytorch

A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"

libfacedetection

An open source library for face detection in images. The face detection speed can reach 1500FPS.

lihang-code

《统计学习方法》的代码实现

maestro-dev

A dev version of MAESTRO

manim

Animation engine for explanatory math videos

pwc

Papers with code. Sorted by stars. Updated weekly.

Python-100-Days

Python - 100天从新手到大师

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

styleguide

Style guides for Google-originated open-source projects

Talking-Face-Generation-DAVS

Code for Talking Face Generation by Adversarially Disentangled Audio-Visual Representation (AAAI 2019)

TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

zju-icicles

浙江大学课程攻略共享计划