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an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-courses

List of awesome university courses for learning Computer Science!

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-mlops

A curated list of references for MLOps

awesome-rlhf

A curated list of reinforcement learning with human feedback resources (continually updated)

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

boinc

Open-source software for volunteer computing and grid computing.

cbz.sh

Simple script to create a cbz archive from a folder.

char-rnn

chinese-hanviet-cognates

A Python notebook that outputs common Han Viet cognates for Chinese words.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

coursera-nlangp-1001

cse60166

cse60567-misc

cvaaa

dl4mt-tutorial

dsa-for-fun

fairscale

PyTorch extensions for high performance and large scale training.

fastertransformer

Transformer related optimization, including BERT, GPT

fastseq

An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf

fuzzy-match

Library and command line utility to do approximate string matching of a source against a bitext index and get matched source and target.

genki-study-resources

A collection of exercises for practicing what is taught in Genki: An Integrated Course in Elementary Japanese.

improving_lexical_choice_in_nmt

intro-to-rl

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

kodansha