tichmangono's repositories
python_and_excel
tutorials and notebooks on using python where excel fails or in combination with excel
recipesnremedies
Beginning as a faint idea for a personal and useful project. This is my first full-on app where I use python, flask and sqlite to make a web app that will parse a text file of recipes, put them into a database and render them based on a search function on the front-end. I built this one up from scratch and used existing data files in MS Word
Cognitive-Vision-Python
Python SDK for the Microsoft Computer Vision API, part of Cognitive Services
customer_segments
Segmenting customers using unsupervised learning algorithms (Principal Components Analysis (PCA) and KMeans clustering) on a wholesaler's product spending data.
healthcare_ml
A curated list of ML|NLP resources for healthcare.
pycon-2017-eda-tutorial
Resources for the PyCon 2017 tutorial, "Exploratory data analysis in python"
image_classification
Image classification using deep learning techniques (Convolutional Neural Network) on the CIFAR-10 dataset
smartcab
Use reinforcement learning techniques to construct a demonstration of a self-driving car (smartcab) operating in real-time to prove that both safety and efficiency can be achieved.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-public-datasets
A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!
courses
fast.ai Courses
cs231n.github.io
Public facing notes page
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on [DeepLearning.ai](deeplearning.ai) course. I've enjoyed every little bit of the course hope you enjoy my notes too.
deeplearning_keras2
Modification of fast.ai deep learning course notebooks for usage with Keras 2 and Python 3.
finding_donors
Finding high-yield/low-cost donors for a charity organization "CharityML" using supervised machine learning techniques on data collected for the U.S. census.
flask-crud-application-with-mysql
This is a python flask crud application development
google-cloud-deep-learning-kit
Create a GPU instance on GCP with Jupyter + Keras + Nvidia Docker
numerical-linear-algebra
This course contains the notebooks for the Numerical Linear Algebra elective in USF's MSAN program, summer 2017
peewee
a small, expressive orm -- supports postgresql, mysql and sqlite
Reinforcement-Learning-Notebooks
A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.
structuredinference
Structured Inference Networks for Nonlinear State Space Models
TensorFlow-Tutorials-for-Time-Series
TensorFlow Tutorial for Time Series Prediction
The-Python-Graph-Gallery
A website displaying hundreds of charts made with Python
usap-themes
trying out themes for alumni website