jabogithub's repositories
awesome-graph-embedding
A collection of important graph embedding, classification and representation learning papers with implementations.
beatles
Automatic Beatles lyrics generation.
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
biobert
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
Build-a-Retail-Startup
This is the code for "How to Build a Retail Startup" by Siraj Raval on Youtube
Composer
Generates video game music using neural networks.
CustomerSegmentation
Analysis for Customer Segmentation
data_science_ML_lessons_biology
Tutorials on data science/machine learning using Python with a life-science perspective. When I started learning programming and machine learning, most of the examples were from other fields like IT or business, so sometimes I found it difficult to apply those skills to biological problems. I help make data science and machine learning more relatable and practical to beginners, especially in my major biology by sharing the skills and knowledge I have acquired in data science and computation. I will do my best to use biological datasets as examples.
Deep-Learning-for-NLP-Creating-a-Chatbot
Repository for series of Medium Articles introducing Deep Learning for NLP.
dowhy
DoWhy is a Python library that makes it easy to estimate causal effects. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
how_to_build_a_bitcoin_startup
This is the code for "How to Build a Bitcoin Startup" by Siraj Raval on Youtube
InterpretableML
My analyses for interpretable Machine Learning
Learn_Computer_Vision
This is the curriculum for "Learn Computer Vision" by Siraj Raval on Youtube
magenta
Magenta: Music and Art Generation with Machine Intelligence
magenta-studio
Magenta Studio is a collection of music plugins built on Magenta’s open source tools and models
mat2vec
Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).
pandas-videos
Jupyter notebook and datasets from the pandas Q&A video series
plato-research-dialogue-system
This is the Plato Dialogue System, a flexible platform for developing conversational AI agents.
predictive-maintenance-using-machine-learning
Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker
Projects
Portfolio
python-chess
A pure Python chess library with move generation and validation, PGN parsing and writing, Polyglot opening book reading, Gaviota tablebase probing, Syzygy tablebase probing and UCI/XBoard engine communication
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
tensorwatch
Debugging, monitoring and visualization for Python Machine Learning and Data Science