christianThardy

Account-Budgeting-Script

A short script that pauses Google Ads accounts

Backpropagation

A two-layer neural network with backpropagation from scratch in 140 lines of numPy

bt2000-revisited-opaque-sentiment

https://emo.bot.xtian.ai/

christianThardy.github.io

Feed-Forward-Artificial-Neural-Network

A four-layer feed forward artificial neural network from scratch in 100 lines of Tensorflow

Global-Vectors-for-Word-Representation

Count-based unsupervised learning algorithm GloVe from scratch in 400 lines of numPy

lda2vec

Logistic-Regression

Logistic regression from scratch in 140 lines of numPy

math-as-code

a cheat-sheet for mathematical notation in code form

minimal

Minimal is a Jekyll theme for GitHub Pages

Principal-Component-Analysis

Using dimensionality reduction to identify relevant features in images

nltk

NLTK Source

Numerai-LSTM

Stock market prediction with time series forecasting using deep learning

numpy

The fundamental package for scientific computing with Python.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

PySyft

A library for encrypted, privacy preserving deep learning

scikit-learn

scikit-learn: machine learning in Python

scispacy

A full spaCy pipeline and models for scientific/biomedical documents.

Shallow-and-Deep-Natural-Language-Processing

Extracting and analyzing Facebook Messenger data for EDA and NLP specific tasks

spaCy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

tensorflow

An Open Source Machine Learning Framework for Everyone