Name: tongni
Type: User
Company: Engaged in Freelance ML projects
Bio: Econometrics & Analytics (Graduate level)
'Python, R & Scala - Enjoy Using TF & PyTorch.
'Interests: ANYTHING related to Analytics, AI & Economics"
Location: singapore
tongni's Projects
Hands-On Serverless Deep Learning with TensorFlow and AWS Lambda, published by Packt
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Hidden Markov Models in Python, with scikit-learn like API
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
This is an extension of the excel spreadsheet used in the fast.ai course. This shows how the image kernels work and extend it to develop Convolution Neural Network.
Intel Learning
Generic expansion of seed distribution to marginal targets
Intro to Julius Graph
Prediction using BPR and LFM
Anomaly detection implemented in Keras
Keras Deep Learning Cookbook, published by Packt
Knowledge Graph game designed for first time Neo4j Graph technology users
Topic modeling with latent Dirichlet allocation using Gibbs sampling
Learning Spark SQL, published by Packt
Oxford Deep NLP 2017 course
LGTM is a simple pull request approval system [ARCHIVE]
Survival analysis in Python
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
An introduction to Linear, Generalized, and Mixed/Multilevel models with R
Implementation of Everything in the video lectures of Machine Learning A-Z course on Udemy by Kirill Eremenko and Hadelin de ponteves in jupyter notebook
Code repository for Machine Learning for Developers, published by Packt
Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading
Source code for 'MariaDB and MySQL Common Table Expressions and Window Functions Revealed' by Daniel Bartholomew
Market Basket Analysis with Recommendation Algorithms & Shiny App Implementation of a Product Recommendation System for an Online Retailer
Mastering Machine Learning with Spark 2.x, published by Packt
Mastering Predictive Analytics with R - Second Edition, published by Packt
Published by Packt