機械学習 · GitHub

Awesome Generative Adversarial Networks with tensorflow

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

Language model search engine built on a vector database and an anything key/value store.

• Fast key/value storage with page/column readers and writers
• Practical text analysis utilities for strings, bags of words/chars, and vectors

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

An autonomous, AI solver for the LinkedIn Zip puzzle game. It works on deep reinforcement learning, heuristic search and real time browser automation via Playwright

MobileNetV3 in pytorch and ImageNet pretrained models

RetinaNet in PyTorch

🤖 Open‑source deep-learning-based splice‑site predictor that decodes splicing patterns across species

• Modern, Retrainable Framework: Built on Python 3 and PyTorch, OpenSpliceAI improves the limitations of older TensorFlow/Keras implementations. Its modular design enables fast and efficient prediction, as well as easy retraining on species-specific data with just a few commands.
• Updated and Cross-Species Models: OpenSpliceAI includes a pre-trained human model, OSAIMANE-10000nt, updated from GRCh37 to GRCh38 using the latest MANE annotations, along with models for mouse, thale cress (Arabidopsis), honey bee, and zebrafish. This versatility empowers researchers to study splicing across diverse species.

Run your deep learning workloads on Kubernetes more easily and efficiently.

Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

Lecture materials for Cornell CS5785 Applied Machine Learning (Fall 2024)

Important paper implementations for Question Answering using PyTorch

DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support

Automatic coloring and shading of manga-style lineart, using Tensorflow + cGANs

This is the pytorch implement of our paper "RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model"