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stock-market-prediction-using-sentiment-analysis

matplotlib numpy keras pandas machine-learning

所属分类：NumPy
开发工具：Jupyter Notebook
文件大小：4380KB
下载次数：0
上传日期：2020-10-14 04:31:22
上传者：sh-1993

说明：使用情绪分析进行股市预测，这是一个深度学习项目（基于巴基斯坦证券交易所和新闻的数据和新闻（黎明新闻））
(stock market predictions using sentiment analysis, a deep learning project(data and news based on pakistani stock exchange and news(Dawn news)) ,)

文件列表:

HBL_01012010_07062018.csv (106139, 2020-10-14)
NN-DATA2.csv (133539, 2020-10-14)
Research paper.docx (435968, 2020-10-14)
TOCI2-Proposal.docx (28545, 2020-10-14)
ansr_y_pred.csv (8392, 2020-10-14)
ansr_y_test_pred.csv (1429, 2020-10-14)
ansr_y_train_pred.csv (5676, 2020-10-14)
data_preparation.ipynb (24438, 2020-10-14)
enn.png (28934, 2020-10-14)
enn.py (5867, 2020-10-14)
enn_notebook-updated.ipynb (585922, 2020-10-14)
enn_notebook-updated.py (9244, 2020-10-14)
enn_notebook.ipynb (21701, 2020-10-14)
final_data.arff (95540, 2020-10-14)
final_data.csv (77484, 2020-10-14)
headlines.json (4600117, 2020-10-14)
images (0, 2020-10-14)
images\ann-plot.png (127052, 2020-10-14)
images\enn-plot.png (48008, 2020-10-14)
images\nn-arch.png (77007, 2020-10-14)
images\processed-data.png (92800, 2020-10-14)
images\raw-data.png (138677, 2020-10-14)
keras.png (42277, 2020-10-14)
keras2.png (41886, 2020-10-14)
keras3.png (39997, 2020-10-14)
keras4.png (42673, 2020-10-14)
keras_work.ipynb (110337, 2020-10-14)
keras_work_colab.ipynb (160645, 2020-10-14)
keras_work_colab.py (3120, 2020-10-14)
ml_work.ipynb (24019, 2020-10-14)
model.h5 (18632, 2020-10-14)
model_full.h5 (34016, 2020-10-14)
news_scrapper.ipynb (114950, 2020-10-14)
plot-NN.py (531, 2020-10-14)
research paper publication file.pub (844288, 2020-10-14)
research_Paper.pdf (642069, 2020-10-14)
stock data link.txt (39, 2020-10-14)
... ...

# stock-market-prediction-using-sentiment-analysis stock market predictions using sentiment analysis a machine learning project(data and news based on pakistani stock exchange and news(Dawn news))

NN-Arch

![nn-arch](https://github.com/myounus96/stock-market-prediction-using-sentiment-analysis/blob/master/images/nn-arch.png)

raw-data

![raw-data](https://github.com/myounus96/stock-market-prediction-using-sentiment-analysis/blob/master/images/raw-data.png)

processed-data

![processed-data](https://github.com/myounus96/stock-market-prediction-using-sentiment-analysis/blob/master/images/processed-data.png)

ann-plot

![ann-plot](https://github.com/myounus96/stock-market-prediction-using-sentiment-analysis/blob/master/images/ann-plot.png)

enn-plot

(For ENN, predictions are not even close :cry: ) ![enn-plot](https://github.com/myounus96/stock-market-prediction-using-sentiment-analysis/blob/master/images/enn-plot.png)

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