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sandy4321's Projects

df2vw icon df2vw

To convert pandas dataframe to vowpalwabbit format. (Try for something more user-friendly than the default library.)

dfo-algorithm icon dfo-algorithm

Blackbox derivative-free optimization with DFO-TR algorithm

dfs icon dfs

Daily Fantasy Sports optimizations

dgc icon dgc

Weighted Data Gravitation Classification for Standard and Imbalanced Data

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dgt icon dgt

Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent

diabetes_prediction_lr_xgb icon diabetes_prediction_lr_xgb

This is a sample code repository to leverage classic "Pima Indians Diabetes" from UCI to perform diabetes classification by Logistic Regression & Gradient Boosting algorithms.

dialogue icon dialogue

The Dialogue class for testing REPLs, with examples

diamond icon diamond

Python solver for mixed-effects models

diamonds icon diamonds

A high-DImensional And multi-MOdeal NesteD Sampling code for Bayesian parameter estimation and model selection.

didactic_lda icon didactic_lda

Didactic Python implementation of Latent Dirichlet Allocation.

dietimprovement icon dietimprovement

Using Machine Learning in Hybrid Recommendation System for Diet Improvement Based on Health and Taste

difacto2_ffm icon difacto2_ffm

Distributed Fieldaware Factorization Machines based on Parameter Server

difacto_dmlc icon difacto_dmlc

Distributed FM and LR based on Parameter Server with Ftrl

diff-fspm icon diff-fspm

Mining Frequent Sequential Patterns under Differential Privacy

diffmem icon diffmem

Reference implementations of neural networks with differentiable memory mechanisms (NTM, Stack RNN, etc.)

digit-recognizer icon digit-recognizer

Kaggle competition - Classify handwritten digits using the famous MNIST data

digital-marketing-analytics icon digital-marketing-analytics

This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Social Media Analytics

digitalcircuits icon digitalcircuits

A small project which can generate truth table and Karnaugh map automatically according to the input of Logic Repression

dilma icon dilma

DILMA: Differentiable Language Model Adversarial Attacks on Categorical Sequence Classifiers

diln icon diln

This implements the discrete infinite logistic normal, a Bayesian nonparametric topic model that finds correlated topics.

dimsum-data icon dimsum-data

Training data for the DiMSUM shared task at SEMEVAL 2016

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