phejimlin

singapore

台灣人到新加坡的工作、生活、簽證申請經驗分享

cpython

The Python programming language

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

wit-api-only-tutorial

Tutorial for using Wit.ai through the HTTP API only.

serverless-plugin-warmup

Keep your lambdas warm during winter. ♨

ChatterBot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

FinMind

Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 https://finmind.github.io/

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

system-design-primer-zh-tw

system-design-primer 繁體中文翻譯計畫。原作者：https://github.com/donnemartin/system-design-primer

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

spark-deep-learning

Deep Learning Pipelines for Apache Spark

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

caffe

Caffe: a fast open framework for deep learning.

PGPortfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

Senta

Baidu's open-source Sentiment Analysis System.

GloVe

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

kubeflow

Machine Learning Toolkit for Kubernetes

Reinforcement_Learning_for_Stock_Prediction

This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube

neat-vision

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

reviewboard-ipynb

keras

Deep Learning for humans

text-summarization-tensorflow

Tensorflow seq2seq Implementation of Text Summarization.

fastText

Library for fast text representation and classification.

binance-official-api-docs

Official Documentation for the Binance APIs and Streams

python-binance

Binance Exchange API python implementation for automated trading

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.