Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by fkodom
A curated list of projects in awesome lists by fkodom .
https://github.com/fkodom/fft-conv-pytorch
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
convolution image-processing neural-networks python3 pytorch
Last synced: 15 Dec 2024
https://github.com/fkodom/grouped-query-attention-pytorch
(Unofficial) PyTorch implementation of grouped-query attention (GQA) from "GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints" (https://arxiv.org/pdf/2305.13245.pdf)
Last synced: 28 Oct 2024
https://github.com/fkodom/yet-another-retnet
A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (https://arxiv.org/pdf/2307.08621.pdf)
deep-learning llms machine-learning natural-language-processing neural-networks python pytorch
Last synced: 28 Oct 2024
https://github.com/fkodom/clip-text-decoder
Generate text captions for images from their embeddings.
Last synced: 17 Nov 2024
https://github.com/fkodom/transformer-from-scratch
Code implementation from my blog post: https://fkodom.substack.com/p/transformers-from-scratch-in-pytorch
Last synced: 28 Oct 2024
https://github.com/fkodom/soft-mixture-of-experts
PyTorch implementation of Soft MoE by Google Brain in "From Sparse to Soft Mixtures of Experts" (https://arxiv.org/pdf/2308.00951.pdf)
deep-learning mixture-of-experts pytorch transformer vision-transformer
Last synced: 28 Oct 2024
https://github.com/fkodom/dilated-attention-pytorch
(Unofficial) Implementation of dilated attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens" (https://arxiv.org/abs/2307.02486)
Last synced: 28 Oct 2024
https://github.com/fkodom/lora-pytorch
Simple but robust implementation of LoRA for PyTorch. Compatible with NLP, CV, and other model types. Strongly typed and tested.
Last synced: 28 Oct 2024
https://github.com/fkodom/semantle
Fastest 'Semantle' solver this side of the Mississippi.
python3 semantle semantle-solver
Last synced: 28 Oct 2024
https://github.com/fkodom/python-repo-template
Template repo for Python projects, especially those focusing on machine learning and/or deep learning.
Last synced: 28 Oct 2024
https://github.com/fkodom/document-rag
RAG application to answer questions about PDF documents using LLMs.
Last synced: 28 Oct 2024
https://github.com/fkodom/byol
PyTorch implementation of BYOL: a fantastically simple method for self-supervised image representation learning with SOTA performance.
machine-learning machine-learning-algorithms mit-license python3 pytorch pytorch-implementation
Last synced: 28 Oct 2024
https://github.com/fkodom/metis
Minimalist library for training RL agents in PyTorch. Implements many common training algorithms, with a focus on actor-critic methods. Includes SAC, TD3, PPO, A2C, VPG.
Last synced: 28 Oct 2024
https://github.com/fkodom/blip-inference
Pretrained BLIP with a similar API to CLIP.
Last synced: 28 Oct 2024
https://github.com/fkodom/unipipe
Build batch pipelines in Python that run anywhere.
cloud data-processing docker machine-learning pipeline python
Last synced: 28 Oct 2024
https://github.com/fkodom/simple-cocotools
A simple, modern alternative to 'pycocotools'.
Last synced: 28 Oct 2024
https://github.com/fkodom/wordle
Fastest Wordle solver in the West.
game python wordle wordle-assistant wordle-helper wordle-solver
Last synced: 15 Dec 2024
https://github.com/fkodom/ncsn
Personal repo recreating Noise Contrastive Score Networks (https://arxiv.org/abs/1907.05600v2) for learning purposes.
Last synced: 15 Dec 2024
https://github.com/fkodom/flaxseed
(Personal) Training library build on top of Flax, making it easier to train deep learning models with Jax. Because Flax is great, but doesn't take things far enough.
Last synced: 15 Dec 2024
https://github.com/fkodom/ddpg-her-pytorch
Implementation of the Hindsight Experience Replay (HER) algorithm using PyTorch. Utilizes Deep Deterministic Policy Gradients for off-policy optimization of RL agents in continuous action spaces.
Last synced: 15 Dec 2024
https://github.com/fkodom/docker-images
Repository for automatically building base Docker images with Github Actions.
Last synced: 15 Dec 2024
https://github.com/fkodom/intro-to-deep-learning
Code samples to accompany my "Intro to Deep Learning" article series on Medium.
Last synced: 15 Dec 2024
https://github.com/fkodom/tensorboard-viewer
Minimal project for aggregating and viewing remote and local Tensorboard logs.
Last synced: 15 Dec 2024