jbdatascience
I care about Data Science in general. But I try to focus on some subfields of it (or I will explode ......... ).
Netherlands
Pinned Repositories
AI_Supply_Chain
This is the code for "AI for Supply Chain" by Siraj Raval on Youtube
Bambi_resources
Educational resources
causal_inference_book
R Code for Causal Inference by Hernán and Robins
Data-Analysis
Data Analysis Using Python
Data-science
Collection of useful data science topics along with code and articles
data_science_blogs
A repository to keep track of all the code that I end up writing for my blog posts.
Datasets
Machine learning datasets used in tutorials on MachineLearningMastery.com
Deep-math-machine-learning.ai
A blog which talks about machine learning, deep learning and the Math. and Machine learning algorithms written from scratch.
deepprot
machine learning for protein engineering
fair-classification
Python code for training fair logistic regression classifiers.
jbdatascience's Repositories
jbdatascience/newspaper
News, full-text, and article metadata extraction in Python 3. Advanced docs:
jbdatascience/universal-computation
Official codebase for Pretrained Transformers as Universal Computation Engines.
jbdatascience/ai-notebooks
Some ipython notebooks implementing AI algorithms
jbdatascience/algorithm-whiteboard-resources
this is where we share notebooks/projects used in your youtube channel
jbdatascience/BENDR
jbdatascience/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
jbdatascience/biobert
BioBERT: a pre-trained biomedical language representation model
jbdatascience/chemopt
Optimizing Chemical Reactions with Deep Reinforcement Learning
jbdatascience/continual-automl
Adaptations of AutoML libraries H2O, Autosklearn and GAMA for stream learning
jbdatascience/cryptonite
The Official Repository of the Cryptonite Dataset
jbdatascience/DeBERTa
The implementation of DeBERTa
jbdatascience/electra-pytorch
A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch
jbdatascience/fast-weight-transformers
Official code repository of the paper Linear Transformers Are Secretly Fast Weight Memory Systems
jbdatascience/g2g_optimization
graph-to-graph translation using hierarchical graph structure with iterations
jbdatascience/InventorBot
jbdatascience/kgextension
Knowledge Graph Extension for Python - Team Project 2020 @ Uni Mannheim
jbdatascience/learning-chess-blindfolded
Bet even Beth Harmon couldn't learn chess like that :)
jbdatascience/LSTM-time-series-forecasting
Predicting the behavior of $BTC-USD by training a memory-based neural net on historical data
jbdatascience/model_search
jbdatascience/muzero-1
Tensorflow implementation of MuZero algorithm
jbdatascience/publication_fingerprint
Contains code for "“Comparative analysis of molecular fingerprint generation methods in drug synergy and sensitivity prediction"
jbdatascience/python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.
jbdatascience/rl-taxi
Reinforcement learning for taxi cab v3
jbdatascience/stocks
Sentiment Analysis for Stock Prediction
jbdatascience/transformers-interpret
Transformers Interpret is a model explainability tool designed to work exclusively with 🤗 transformers. It allows you to explain your model in just 2 lines of code.
jbdatascience/TransGAN
[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang
jbdatascience/trustworthyAI
trustworthy AI related projects
jbdatascience/TSP_Transformer
Code for TSP Transformer
jbdatascience/tube_assistant
flexible harness for testing simple GPT-3 applications
jbdatascience/virtual-unfolding