cbonnett
Machine Learning at Project-Sapiens in London. Attended @InsightDataSci in NYC. Observational cosmologist, Machine Learning
London
Pinned Repositories
02456-deep-learning
Exercises and supplementary material for the deep learning course 02456.
algo
AstroHackWeek2016
Materials for the 2016 Astro Hack Week
BCN_ML_ASTRO
Notebook and data for python BCN meetup
blog
deep_learning_cookbook
Deep Learning Cookbox
keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.
MDN_Edward_Keras_TF
SkyNet_wrapper
A python wrapper for SkyNet neural network
TensorFlow_introduction
Introduction to TensorFlow Machine Learning Meetup Barcelona
cbonnett's Repositories
cbonnett/deep_learning_cookbook
Deep Learning Cookbox
cbonnett/02456-deep-learning
Exercises and supplementary material for the deep learning course 02456.
cbonnett/bottleneck
Fast NumPy array functions written in C
cbonnett/cbonnett.github.io
cbonnett/CompStats
Code for a workshop on statistical interference using computational methods in Python.
cbonnett/conditional-neural-process
cbonnett/dist-keras
Distributed deep learning with Keras and Apache Spark.
cbonnett/efficientnet
Implementation on EfficientNet model. Keras.
cbonnett/genomeview
An extensible python-based genomics visualization engine
cbonnett/gpbo
gpbo
cbonnett/kaggle-facial-keypoints-detection
Kaggle "Facial Keypoints Detection" competition.
cbonnett/keras-tuner
Hyperparameter tuning for humans
cbonnett/llama_index
LlamaIndex (GPT Index) is a data framework for your LLM applications
cbonnett/LSSTC-DSFP-Sessions
Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program
cbonnett/minimal_vae
A minimal implementation of an Variational Auto-Encoder
cbonnett/missingno
Missing data visualization module for Python.
cbonnett/Mixture-Density-Networks-for-distribution-and-uncertainty-estimation
A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)
cbonnett/mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.
cbonnett/NPEET
Non-parametric Entropy Estimation Toolbox
cbonnett/numpy-100
100 numpy exercises (100% complete)
cbonnett/pandas-workshop
An introductory workshop on pandas with notebooks and exercises for following along.
cbonnett/plan-net
An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric Retrieval
cbonnett/probabilisticprogrammingprimer
cbonnett/resources
PyMC3 educational resources
cbonnett/rst-cheatsheet
A two-page cheatsheet for restructured text
cbonnett/streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
cbonnett/UMAL
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians
cbonnett/vadam
Code for ICML 2018 paper on "Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam" by Khan, Nielsen, Tangkaratt, Lin, Gal, and Srivastava
cbonnett/WhileMyMCMCGentlySamples
my blog
cbonnett/zipline-fork