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FanTao's Projects

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

interactive-decision-tree icon interactive-decision-tree

The Interactive Decision Tree is a web-based tool that will walk users through a decision process by asking questions to lead them down the appropriate decision path. This fork optimizes the project for legal service related sites

jarvis icon jarvis

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

jda icon jda

C++ implementation of Joint Cascade Face Detection and Alignment.

kb2e icon kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

keras-resnet icon keras-resnet

Residual networks implementation using Keras-1.0 functional API

keras_qa icon keras_qa

Keras solution to the bAbI tasks using recurrent neural networks - merged as an example into Keras mainline

lightlda icon lightlda

Scalable, fast, and lightweight system for large-scale topic modeling

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matchzoo icon matchzoo

MatchZoo is a toolkit for text matching. It was developed with a focus on enabling fast experimentation.

memnn icon memnn

Memory Networks implementations

mixture-models icon mixture-models

Hierarchical Mixture of Experts, Mixture Discriminant Analysis, Mixture Density Neural Network

mlflow icon mlflow

Open source platform for the machine learning lifecycle

mondrian icon mondrian

Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).

mtcnn_tf icon mtcnn_tf

MTCNN implement by tensorflow. Easy to training and testing.

nab icon nab

The Numenta Anomaly Benchmark

namas icon namas

Neural Attention Model for Abstractive Summarization

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