Juan Elenter's repositories
ActiveWireless
Active Learning in wireless networks
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
continual_rl
Continual reinforcement learning baselines: experiment specifications, implementation of existing methods, and common metrics. Easily extensible to new methods.
cooper
A general-purpose, deep learning-first library for constrained optimization in PyTorch
direct-preference-optimization
Reference implementation for DPO (Direct Preference Optimization)
feas-gpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
isps
Looking for Interpolating, Stochastic Polyak Step Size Optimizer
juanelenter
Config files for my GitHub profile.
LAMDA-PILOT
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
minRLHF
A (somewhat) minimal library for finetuning language models with PPO on human feedback.
mseqgen
Multi task batch generator for training deep learning models on CHIP-seq, CHIP-exo, CHIP-nexus, ATAC-seq, RNA-seq (or any other -seq)
nearopt
Near Optimal Solutions of Constrained Learning Problems
PolyakInterpolation
Empirical analysis of Interpolation with Polyak Stepsizes
raive
Stable diffusion for real-time music generation
WirelessAlly
Active sampling of network configurations for GNNs