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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

data

Data and code behind the articles and graphics at FiveThirtyEight

cs231n.github.io

Public facing notes page

CoreNLP

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

frontend-case-studies

💼 A curated list of technical talks and articles about real world enterprise frontend development

low-level-design-primer

Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.

awesome-rnn

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

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

neon

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

educative.io_courses

this is downloadings of all educative.io free student subscription courses as pdf from GitHub student pack

cartodb

Location Intelligence & Data Visualization tool

FxTwitter

Fix broken Twitter/X embeds! Use multiple images, videos, polls, translations and more on Discord, Telegram and others

fbcunn

Facebook's extensions to torch/cunn.

cuda-convnet2

Automatically exported from code.google.com/p/cuda-convnet2

summerschool2015

Slides and exercises for the Deep Learning Summer School 2015 programming tutorials

difacto

Distributed Factorization Machines

PVDM

:books: Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.

reading-list

cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

semanticpy

A collection of semantic functions for python - including Latent Semantic Analysis(LSA)

Publications-of-Deep-Learning-in-NLP

collect the publications and related resources of Deep Learning in NLP

ML-Fundamentals-Reading-Lists

vector-entailment

A suite of representation learning models for sentence embedding, and some tasks to evaluate them on.

fraudar

A wrapper of FRAUDAR algorithm

nextml2015

This repo contain the exercies of the Next.ML 2015 presentation

dm-graphs

Scripts to explore and visualize distributional semantic models using graphs.

DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

good-reads

Mastering-LLMs