Varuna Jayasiri's starred repositories
annotated_deep_learning_paper_implementations
๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
deeplearning-models
A collection of various deep learning architectures, models, and tips
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
flash-attention
Fast and memory-efficient exact attention
the-economist-ebooks
็ปๆตๅญฆไบบ(ๅซ้ณ้ข)ใ็บฝ็บฆๅฎขใ่ช็ถใๆฐ็งๅญฆไบบใๅซๆฅใ็งๅญฆ็พๅฝไบบใ่ฟ็บฟใๅคง่ฅฟๆดๆๅใๅฝๅฎถๅฐ็็ญ่ฑ่ฏญๆๅฟๅ ่ดนไธ่ฝฝ,ๆฏๆepubใmobiใpdfๆ ผๅผ, ๆฏๅจๆดๆฐ.
kaggle-solutions
๐ Collection of Kaggle Solutions and Ideas ๐
FinanceToolkit
Transparent and Efficient Financial Analysis
chain-of-thought-hub
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
LLMDataHub
A quick guide (especially) for trending instruction finetuning datasets
DeepSeek-LLM
DeepSeek LLM: Let there be answers
arxiv-sanity-lite
arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.
RETRO-pytorch
Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
s2orc-doc2json
Parsers for scientific papers (PDF2JSON, TEX2JSON, JATS2JSON)
deeplearning-benchmark
Benchmark Suite for Deep Learning