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Feroz Ahmad's starred repositories

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:PythonMIT52363 435 130

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

Language:C++Apache-2.012976 319 395

DALL-E

PyTorch package for the discrete VAE used for DALL·E.

Language:PythonNOASSERTION10765 232 89

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

Language:PythonNOASSERTION7027 58 186

automl

Google Brain AutoML

Language:Jupyter NotebookApache-2.06190 152 884

whatsapp-web-reveng

Reverse engineering WhatsApp Web.

Language:JavaScriptMIT6069 214 255

ConvNeXt

Code release for ConvNeXt model

Language:PythonMIT5662 33 128

nlpaug

Data augmentation for NLP

Language:Jupyter NotebookMIT4369 41 221

vaderSentiment

VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

Language:PythonMIT4334 145 120

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

Language:C++Apache-2.04119 108 543

som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

Language:PythonMIT3652 116 7

WebGazer

WebGazer.js: Scalable Webcam EyeTracking Using User Interactions

Language:HTMLNOASSERTION3487 87 213

deepsparse

Sparsity-aware deep learning inference runtime for CPUs

Language:PythonNOASSERTION2948 54 130

NYU-DLSP21

NYU Deep Learning Spring 2021

Language:Jupyter Notebook1516 52 1

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Language:PythonMIT1382 39 169

skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

Language:PythonMIT915 25 75

Neural-Network-Architecture-Diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)

MIT683 4 1

NLP-Cube

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

Language:HTMLApache-2.0553 31 59

opensmile

The Munich Open-Source Large-Scale Multimedia Feature Extractor

Language:C++NOASSERTION553 19 66

decagon

Graph convolutional neural network for multirelational link prediction

Language:Jupyter NotebookMIT442 24 16

vscode-asciiflow2

Asciiflow in VS Code

Language:JavaScript395 3 7

pytorch-to-javascript-with-onnx-js

Run PyTorch models in the browser using ONNX.js

Language:PythonMIT358 4 1

attention-lvcsr

End-to-End Attention-Based Large Vocabulary Speech Recognition

Language:PythonMIT261 26 14

attention-is-all-you-need-paper

Original transformer paper: Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.

Language:Jupyter NotebookMIT224 30