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rl-portfolio-management
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)keywordshitter2
A website to find long-tail keywords using search suggestionsviz_torch_optim
Videos of deep learning optimizers moving on 3D problem-landscapesattentive-neural-processes
implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)world-models-sonic-pytorch
Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work neededsatellite_leak_detection
Detect water leaks from satellite images using machine learningpipe-segmentation
Using machine learning to find water pipelines in aerial images with 73% accuracyphoneme2grapheme
Teaching machines to spell with deep learning (acc=>80%) e.g. a model hears "pษนหaสdหบษ" and writes "prowder" (but it should be "prouder")rl_2d_walker.js
Teaching a humanoid to walk(ish), then displaying in your browser (using tensorflow.js and reinforcement learning)compare_altcoin_development
Compare development stats between altcoinsseq2seq-time
Bechmarking seq2seq models on a range of multivariate regression datasetsvaluations_of_ethereum
ascii2segy
This script uses segpy to convert ascii files to segyawesome-rlhf
Lists of datasets, training, and evals for RLHF and similarsimple_gpt2_chatbot
svg2cube
Generate isometric game sprites. Inputs an svg panel and it's folded into a cube and rendered from any angle.awesome-interpretability
Awesome tools for interpreting, manipulating the internals of of deep neural networks.detect_bs_text
Can we measure how good a text is by how much an LLM learns from it?adapters_can_monitor_lies
inspired by circuit breakers paper. honesty>harmlessopen_pref_eval
Hackable, simple, llm evals on preference datasetscompare_github_repos
Compare github repositories by commits/w, stars, size, contributors, and other advanced statistics.join-dic-hunspell
Join dic files to make a dic file for hunspelllie_elicitation_prompts
Research dataset. We use prompts to get LLM's to lie. Using sys prompts and multi shot examplesLoRA_are_lie_detectors
Experiment to see if low rank adapters can work as interventions for lie detection on LLM'strain-seismic-interp
Interpret a synthetic seismic line so you can measure and improve your error.repr-preference-optimization
cardsforscience
cardsforscience.com a solitaire game where you work out the secret rule (inspired by Eleusis)iris_bigvae
experiment: IRIS but with pretrained LLMLove Open Source and this site? Check out how you can help us