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deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-for-sql-injection

LSTM and MLP for sql injection detection

dl_for_xss

Deep learnning for detection with xss

faster-rcnn-keras

这是一个faster-rcnn的keras实现的库，可以利用voc数据集格式的数据进行训练。

faster-rcnn-tensorflow2.x

An implement of origin faster-rcnn based on tensorflow 2.x and visualize it.使用Tensorflow2.x实现了faster-rcnn并可视化算法运行流程

flask_advanced

fwaf-machine-learning-driven-web-application-firewall

Machine learning driven web application firewall to detect malicious queries with high accuracy.

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gan_hanzi

Generating (fake) Chinese characters using GAN

generating_random_sentences_with_n-gram_language_model

NLP, N-gram language model, Chain rule, Markov assumption, text-processing

genetic-algorithm-pathfinder

https://www.youtube.com/watch?v=2Q9bF8Ofyho

genetic_algorithm_path_planner

A Genetic Algorithm for the Traveling Sales Person problem implemented in Java. The algorithm runs for arbitrary cities with arbitrary generations and an arbitrary population size.

gpt_event_segmentation

code to perform event segmentation with GPT-3 and test similarity to humans

instructgoose

Implementation of Reinforcement Learning from Human Feedback (RLHF)

interview_python

关于Python的面试题

jd

2017 Global Data Challenge Hosted by JD Finance / JDD—2017京东金融全球数据探索者大赛 金融信贷需求预测

jdata

京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)

jdd_loan_forecasting

京东借贷需求预测

kaggle-solution

Solution Code for Kaggle Competition

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kaggle_ncfm

Using Keras+TensorFlow to solve NCFM-Leadboard Top 5%

keras-tutorials

Simple tutorials using Keras Framework

knowledgegraphcourse

东南大学《知识图谱》研究生课程

lark

LAnguage Representations Kit

learning-nlp

nlp in action

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lungcancerdetection

Use CNN to detect nodules in LIDC dataset.

machine-learning-based-botnet-detection

Machine Learning Based Botnet Detection is a tool to classify network traffic as being botnet affected or not based on the network traffic flows. It involves various classifiers including Neural Networks, Decision Tree, SVM, Naive Bayes, Logistic Regression, k-Nearest Neighbours.

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

machinelearning

Basic Machine Learning and Deep Learning