https://github.com/blacksujit/deep-learning-specialization-repo
This repo contains the neural networks learning's with tensorflow with all the high level deep learning concepts i am learning with project implementation
https://github.com/blacksujit/deep-learning-specialization-repo
deep deep-layers deep-learning deep-neural-networks embeddings-word2vec llvm network-embeddings neural-network transformers-layers transformers-models vision-language-model
Last synced: 2 months ago
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This repo contains the neural networks learning's with tensorflow with all the high level deep learning concepts i am learning with project implementation
- Host: GitHub
- URL: https://github.com/blacksujit/deep-learning-specialization-repo
- Owner: Blacksujit
- Created: 2024-10-29T19:40:33.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2025-02-01T17:37:26.000Z (4 months ago)
- Last Synced: 2025-04-03T01:43:05.077Z (2 months ago)
- Topics: deep, deep-layers, deep-learning, deep-neural-networks, embeddings-word2vec, llvm, network-embeddings, neural-network, transformers-layers, transformers-models, vision-language-model
- Language: Jupyter Notebook
- Homepage:
- Size: 20.2 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 🌟 Deep Learning Specialization Repository 🌟
Welcome to the **Deep Learning Specialization Repository**! 🚀 This repository is designed to help you dive deep into neural networks, understand core concepts, and explore hands-on deep learning projects.
---
## 🛠️ Technologies Used
- **Python 3.x**: Core programming language
- **TensorFlow/Keras**: Deep learning frameworks
- **NumPy/Pandas**: Data handling and preprocessing
- **Matplotlib**: Visualization of results
- **Jupyter Notebooks**: Interactive development and documentation
---
## 🚀 How to Use:
1. **Clone the repository**:
```bash
git clone https://github.com/Blacksujit/Deep-Learning-Repository.git
```
2. **Navigate to a project**:
```bash
cd
```
3. **Install dependencies**:
```bash
pip install -r requirements.txt
```
4. **Run the notebook**:
```bash
jupyter notebook
```
## Some dump output images generated by the Neural Networks models :
**1.) dataviz dashboard:**
**2.) Application layers:**
**3.)Binnary Exponential Backoff:**
---
## ⚙️ Automation Code for Updating Project List
Add the following Python script to your repository's root directory as `update_readme.py`. Run this script to automatically update the project list:
```python
import os
README_FILE = "README.md"
PROJECT_LIST_START = ""
PROJECT_LIST_END = ""
def get_projects():
projects = []
for item in os.listdir():
if os.path.isdir(item) and item not in ['.git', '__pycache__', '.github']:
if os.path.exists(os.path.join(item, 'README.md')):
projects.append(item)
return sorted(projects)
def update_readme(projects):
with open(README_FILE, 'r') as file:
content = file.read()
before = content.split(PROJECT_LIST_START)[0]
after = content.split(PROJECT_LIST_END)[1]
project_list = "\n".join([f"- [{project}](./{project}/README.md)" for project in projects])
new_content = f"{before}{PROJECT_LIST_START}\n{project_list}\n{PROJECT_LIST_END}{after}"
with open(README_FILE, 'w') as file:
file.write(new_content)
def main():
projects = get_projects()
update_readme(projects)
print("README.md updated successfully!")
if __name__ == "__main__":
main()
```
### How to Use:
1. Add the script to your repository as `update_readme.py`.
2. Run the script:
```bash
python update_readme.py
```
3. Commit and push the changes:
```bash
git add README.md
git commit -m "Update project list dynamically"
git push
```
---
## 🤝 Contributing
1. Fork the repository.
2. Add your project in a separate folder.
3. Commit your changes:
```bash
git commit -m "Add new project: "
```
4. Submit a pull request.
---
## ⭐ Stay Updated
This repository updates itself dynamically! Just add your projects into the root directory following this structure:
```bash
Deep-Learning-Repository/
│
├── Project-1/
│ ├── README.md
│ └── main.ipynb
│
├── Project-2/
│ ├── README.md
│ └── main.ipynb
│
└── README.md
```
---
⭐ **Star this repository** to keep track of new updates!
---
## Contact:
- **GitHub**: [Sujit Nirmal](https://github.com/Blacksujit)
- **Email**:[email protected]