Pinned Repositories
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
aws-data-wrangler
Pandas on AWS
dd-panel-blog
Code for Intro to Difference-in-Differences Blog Post
dimensionality_reduction_viz
document-clustering
DSND_Term1
Contains files related to content and project of DSND
DSND_Term2
Contains files related to content and project of DSND Term 2
Gnu-RL
A precocial reinforcement learning solution for HVAC control
inter_workshop
Workshop materials for ODSC 2019 Interpretability Talk
tlohani31's Repositories
tlohani31/amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
tlohani31/aws-data-wrangler
Pandas on AWS
tlohani31/dd-panel-blog
Code for Intro to Difference-in-Differences Blog Post
tlohani31/dimensionality_reduction_viz
tlohani31/document-clustering
tlohani31/DSND_Term1
Contains files related to content and project of DSND
tlohani31/DSND_Term2
Contains files related to content and project of DSND Term 2
tlohani31/Gnu-RL
A precocial reinforcement learning solution for HVAC control
tlohani31/inter_workshop
Workshop materials for ODSC 2019 Interpretability Talk
tlohani31/introtoml
ML utils
tlohani31/mapping-geographic-data-in-r
Files relating to the "Mapping Geographic Data in R" workshop at ODSC Boston, 2019
tlohani31/ml-workshop-2-of-4
Intermediate Machine Learning with Scikit-learn, 4h interactive workshop
tlohani31/ml-workshop-3-of-4
Advanced Machine Learning with Scikit-learn part I
tlohani31/ml-workshop-4-of-4
Advanced Machine Learning with Scikit-learn part II
tlohani31/model_validation_tutorial
Tutorial of machine learning model validation
tlohani31/mpc.pytorch
A fast and differentiable model predictive control (MPC) solver for PyTorch.
tlohani31/Network-Analysis-Made-Simple
For PyCon, PyData, ODSC, and beyond!
tlohani31/ODSC-missing-data-may-18
Open Data Science Conference East, 2018: Data Science with Missing Data
tlohani31/odsc-west-2018-missing-data
ODSC West 2018 - Good, Fast, Cheap: How to do Data Science with Missing Data
tlohani31/odsc-west-2018-visualization
ODSC West 2018 - Data Visualization: From Square One to Interactivity
tlohani31/ODSC_Neural_Nets_11-04-17
Talk "Deep Learning From Scratch Using Python" delivered at ODSC West on November 4, 2017
tlohani31/openshift-ml-workflows-workshop
This is material for a tutorial that @sophwats and @willb developed about machine learning workflows and about running them on OpenShift
tlohani31/or-gym
Environments for OR and RL Research
tlohani31/pomegranate
Fast, flexible and easy to use probabilistic modelling in Python.
tlohani31/PyAthena
PyAthena is a Python DB API 2.0 (PEP 249) client for Amazon Athena.
tlohani31/Reinforcement-Learning-Explained
This repository contains the lab files for Microsoft course DAT257x: Reinforcement Learning Explained
tlohani31/Reinforcement_Learning_for_Traffic_Light_Control
Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove the 'Green Wave' phenomenon in intelligent traffic system.
tlohani31/workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker