Himani Agrawal's repositories
Churn-prediction
Machine Learning to predict the possibility of customer churning
Parkinson-disease-prediction
Machine Learning for early detection of Parkinson's disease from RNA Sequencing data
aiexperiments-ai-duet
A piano that responds to you.
data-science-ipython-notebooks
Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
data-science-primer
A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/
Fraud-detection-Case-Study
Fraud detection in a e-commerce website using machine learning
Jokes-recommender-case-study
Create a jokes recommender based on publicly available Jester jokes datatset using Graphlab's matrix factorization
datasharing
The Leek group guide to data sharing
deepgo
Function prediction using a deep ontology-aware classifier
Machine-Learning-Books-With-Python
Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python
multi-class-text-classification-cnn
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Navigation-using-Deep-Q-Learning
DQN to train RL agent navigate a square world for maximizing rewards
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
tensorflow
Computation using data flow graphs for scalable machine learning