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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

compositemodaltransformer

A working repo for designing a transformer friendly composite class

course-gitbook

Full Stack Deep Learning Online Course

crewai

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

deepemo

Using A Deep Neural Network to build a robust classifier for Human Emotions.

fabric

from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

gttsaccentnet

imgdatalabeler

This repo contains scripts for downloading image data from CivitAI based on tags and prompts, and then a script to manual label the images either with bounding boxes or labels for detection and classification

internvl

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源模型

introduction-to-git-and-github

Introduction to Git and GitHub

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llmdocexplorer

Use LangChain framework to create a LLM model with context. Context is provided by a Chroma Vectorstore that is saved to disk. Currently ChatGPT 3.5 is the LLM supported

multimodelforecaster

ocr_demo

A demo of working with ocr and opencv to try to find text in images

oct-contrastnet

phiflow

A differentiable PDE solving framework for machine learning

pnas-binary-nets

Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.

promptly

promptly_demo

protcnn-protenn-module

A repo for protein sequence classification

robot-shop

Sample microservices application for playing with

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simpleimg2imgrec

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

sudokutree

Utilize Tree-of-thought to explore complex problem solving in Large Language Models

vae_trainer

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

z_by_hp_audio_classification_challenge