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Tanzila Binti Alam's Projects

agents icon agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

chatbot icon chatbot

🤖 💬 Python Chat Bot app built with Flask and Javascript, using PyTorch nltk model behind the scenes

colossalai icon colossalai

Colossal-AI: A Unified Deep Learning System for Big Model Era

compreface icon compreface

Leading free and open-source face recognition system

lob-deep-learning icon lob-deep-learning

Implementation of various deep learning models for limit order book. DeepLOB (Zhang et al., 2018), TransLOB (Wallbridge, 2020), DeepFolio (Sangadiev et al., 2020), etc.

object_detection icon object_detection

This repository benchmarks transformers backbones for image classification and build architectures and train for panoptic segmentation tasks with pretrained backbones. To ensure ease of training and inference, we use the tiny versions of models and backbones.

palm-pytorch icon palm-pytorch

Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways

palm-rlhf-pytorch icon palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

pytorch-rl icon pytorch-rl

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

retro-pytorch icon retro-pytorch

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

send_mail icon send_mail

A repository to send mail with python using gmail address

textrl icon textrl

Reinforcement learning in text generation with transformers - Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback)

trlx icon trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

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