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hanfeijp's Projects

cs231n-2017 icon cs231n-2017

Completed the CS231n 2017 spring assignments from Stanford university

cs446 icon cs446

:computer: CS446: Machine Learning in Spring 2018, UIUC

ctpn icon ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network

d2l-en icon d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

d3 icon d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

darch icon darch

Create deep architectures in the R programming language

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

dask icon dask

Parallel computing with task scheduling

data-pipeline icon data-pipeline

Data pipeline is a tool to run Data loading pipelines. It is an open sourced app engine app that users can extend to suit their own needs. Out of the box it will load files from a source, transform them and then output them (output might be writing to a file or loading them into a data analysis tool). It is designed to be modular and support various sources, transformation technologies and output types. The transformations can be chained together to form complex pipelines.

data-science-ipython-notebooks icon data-science-ipython-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-on-gcp icon data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

data-scientist-books icon data-scientist-books

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)

datafaker icon datafaker

Datafaker is a large-scale test data and flow test data generation tool. Datafaker fakes data and inserts to varied data sources. 测试数据生成工具

dataflowtemplates icon dataflowtemplates

Google-provided Cloud Dataflow template pipelines for solving simple in-Cloud data tasks

db.py icon db.py

db.py is an easier way to interact with your databases

dbeaver icon dbeaver

Free universal database tool and SQL client

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