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London School of Hygiene and Tropical Medicine, World Health Organization
- London, United Kingdom
- https://orcid.org/0009-0002-5728-6882
- @Maartenvh
- https://www.lshtm.ac.uk/aboutus/people/vanhaverbeke.maarten
Highlights
- Pro
Stars
PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
A set of mapping and color palette functions
Tool for building a PDF document from markdown files, using LaTeX styles and features.
Code accompanying the manuscript "Assessing the performance of real-time epidemic forecasts: A case study of Ebola in the Western Area region of Sierra Leone, 2014-15"
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,β¦
scikit-learn: machine learning in Python
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
π Freely available programming books
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Crawl a site to generate knowledge files to create your own custom GPT from a URL
π A ranked list of awesome machine learning Python libraries. Updated weekly.
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Models and examples built with TensorFlow
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
π©βπ»π¨βπ» Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
π§βπ« 60+ Implementations/tutorials of deep learning papers with side-by-side notes π; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gaβ¦
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery π§βπ¬
List of Computer Science courses with video lectures.
Therapeutics Commons (TDC-2): Multimodal Foundation for Therapeutic Science
Google Research
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step