adeshpande3/MLB_Win_Predictor

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Created over 8 years ago
Updated over 8 years ago

adeshpande3/MLB_Win_Predictor

adeshpande3

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Neural network that predicts the number of wins for a baseball team based on the importance of different statistical categories and their influence on a team's success.

Tensorflow-Programs-and-Tutorials

Implementations of CNNs, RNNs, GANs, etc

Jupyter Notebook

Machine-Learning-Links-And-Lessons-Learned

List of all the lessons learned, best practices, and links from my time studying machine learning

LSTM-Sentiment-Analysis

Sentiment Analysis with LSTMs in Tensorflow

Jupyter Notebook

Facebook-Messenger-Bot

Facebook chatbot that I trained to talk like me using Seq2Seq

Generative-Adversarial-Networks

Tutorial on GANs

Jupyter Notebook

March-Madness-ML

Machine learned bracketology

UCLA-Course-Notes

My notes from the classes I've taken at UCLA

Pandas-Tutorial

Tutorial on Using Pandas

Jupyter Notebook

March-Madness-2017

Kaggle Competition for Predicting NCAA Basketball Tourney Games

Jupyter Notebook

Chatbot-Flask-Server

The Flask server that communicates with my FB Messenger chatbot

Machine-Learning-Notes

Notes for several Machine Learning and Deep Learning courses, textbooks, and talks

MachineLearningReimplementations

Just trying to reimplement machine learning techniques like linear regression, neural nets, logistic regression, etc in Python

NLP-Stuff

Programs with word vectors, RNN, NLP stuff, etc

Jupyter Notebook

Quandl-Machine-Learning

Using the Quandl API to (try) to apply ML to the stock market

Jupyter Notebook

NBA-Data-Visualization

Visualizations of statistics for NBA players

Jupyter Notebook

Music-Analysis

Trying to apply deep learning to music analysis

Jupyter Notebook

Kaggle-Zillow

Repo for the $1.2 million Kaggle competition

Jupyter Notebook

PyTorch-Programs

Trying out PyTorch because the hype is real

Jupyter Notebook

ReinforcementLearning

A collection of simple RL agents in different environments

Job-Descriptions-Hacker-Rank-Comp

Hackerrank ML Competition

Jupyter Notebook

Kaggle-MNIST

Simple ConvNet to classify digits from the famous MNIST dataset

KaggleTitanic

Kaggle Titanic Survival ML Competition

WalmartLabs-ML-CodeSprint

Hackerrank ML Contest

Two-Sigma-Renting-Listing-Competition

Kaggle Competition for Predicting Interest of New Rental Listings

Jupyter Notebook

OpenAI_Gym_Universe

Playing around with Open AI's reinforcement learning frameworks

MLB

MLB Web App using React

CS-145-Project

CS 145 Yelp Project

Tech-Plus-You-March-Madness

My Machine Learning + March Madness demo for UCLA's Tech+You event

KaggleGhosts

Kaggle Ghosts ML Competition

Jupyter Notebook

Accelerometer-Pogram

Program that reads in accelerometer data (x, y, z direction values), trains a neural network program for classification, and then outputs predictions for a set of test data