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cs-books-pdf

编程电子书pdf，计算机常用电子书整理（高质量/附下载链接）包括 Java, Python, Linux, Go, C, C++, 数据结构与算法, AI人工智能, 计算机基础, 面试, 设计模式, 数据库, 前端等编程书籍。

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。

download

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examples

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

ffjord

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

free-programming-books

:books: Freely available programming books

hamiltonian-nn

Code for our paper "Hamiltonian Neural Networks"

learn_git

mfgnet.jl

A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems

momentumrnn

Code base for MomentumRNN.

neuraloc

A Neural Network Approach for High-Dimensional Optimal Control

numerical-linear-algebra-programs-and-homework

《数值线性代数-徐树方》书中算法和作业的matlab实现。课堂作业记录。

numerical_linear_algebra_notebooks

IPython notebooks with supplementary material to accompany the textbook by Trefethen & Bau.

ot-flow

PyTorch implementation of the OT-Flow approach in arXiv:2006.00104

pot

POT : Python Optimal Transport

pytorch_memlab

Profiling and inspecting memory in pytorch

pytorchot

implements optimal transport algorithms in pytorch

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

thuthesis

LaTeX Thesis Template for Tsinghua University

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

vpncn.github.io

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