Highlights
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Stars
Prompter for Embodied Instruction Following
[ICCV'23] LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models
Official repository of ICLR 2022 paper FILM: Following Instructions in Language with Modular Methods
ALFRED - A Benchmark for Interpreting Grounded Instructions for Everyday Tasks
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
π§ π¬ Articles I wrote about machine learning, archived from MachineCurve.com.
A curated list of reinforcement learning in NLP. :-)
An annotated implementation of the Transformer paper.
Publication-ready NN-architecture schematics.
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)
A curated list of awesome computer vision resources
π A curated list of resources dedicated to Natural Language Processing (NLP)
Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
Curated Reinforcement Learning Resources for Natural Language Processing
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
π A ranked list of awesome machine learning Python libraries. Updated weekly.
π A list of practical projects that anyone can solve in any programming language.
A guide to contributing to open source
A complete computer science study plan to become a software engineer.
A paper list of object detection using deep learning.
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source β¦
A curated list of deep learning resources for computer vision
PyTorch Tutorial for Deep Learning Researchers
A curated awesome list of lists of interview questions. Feel free to contribute! π
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101