benathi

word2gm

Word to Gaussian Mixture Model

fastswa-semi-sup

Improving Consistency-Based Semi-Supervised Learning with Weight Averaging

multisense-prob-fasttext

ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)

density-order-emb

Density Order Embeddings

BenPersonalWebsite

My personal website with highly visualization elements such as D3 and possibly WebGL.

tensorflow_0.11_robust_skipgram

This is Tensorflow 0.11.0rc1 with SkipGram method modified to handle large data

ben-athi.github.io

benathi.github.io

Github IO

blogs

A beautiful, simple, clean, and responsive Jekyll theme for academics

chatbot-ui

An open source ChatGPT UI.

codegen_evals

DeepLearningTutorials

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

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

evals

Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.

fasttext-multisense

Probabilistic FastText for Multi-Sense Word Embeddings

lineDrawingByTrochoid

litecoin

Litecoin source tree

mean-teacher

A state-of-the-art semi-supervised method for image recognition

megatron-lm-multigroup

mixup-cifar10

mixup: Beyond Empirical Risk Minimization

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Neural-Localization

Train an RL agent to localize actively (PyTorch)

nn

rnn

Recurrent Neural Network library for Torch7's nn

tensorflow

Computation using data flow graphs for scalable machine learning

tmux-config

Configuration for tmux

torch7

http://torch.ch

torchdiffeq

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

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs