Updated README

README.md

@@ -8,20 +8,21 @@ The `LICENCE` file contains the default licence statement as specified in the pr
 
 ## Building and installing
 
-The *environment.yml* file contains the python libraries for using the **TNBS**. You can build the environment using conda (new environment called tnbs_test will be created):
+There are two ways for installing mandatory Python libraries for using the **TNBS** code: using the *environment.yml* file or the *requirements.txt* file.
 
+* The *environment.yml*: this file contains all the mandatory libraries for executing the **TNBS** code including the different *jupyter-notebooks* presented in the TNBS repository. For installing them the following conda command (new environment called tnbs_test will be created):
     conda env create -n tnbs_test -f environment.yml
-
+* The *requirements.txt*:  this file contains the mandatory libraries for executing the **TNBS** code except the *jupyter-notebooks* (jupyter notebooks libraries should be installed manually). For installing them the following command can be used:
+    pip install -r requirements.txt
 
 ## Repository organisation
 
 The different **BTC** are located inside the **tnbs** folder:
 
-1. *BTC_01_PL*: Software implementation for the **BTC** of the *Probability Loading kernel*. See deliverable: **T01: Benchmark for Probability Loading Algorithms**
-2. *BTC_02_AE*: Software implementation for the **BTC** of the *Amplitude Estimation kernel*. See deliverable: **T02: Benchmark for Amplitude Estimation Algorithms**
-3. *BTC_03_QPE*: Software implementation for the **BTC** of the *Quantum Amplitude Estimation kernel*. See deliverable: **T03: Benchmark for Phase Estimation Algorithms**
-3. *BTC_04_PH*: Software implementation for the **BTC** of the *Parent Hamiltonian Kernel*. See deliverable: **T04: Benchmark for Parent Hamiltonian**
-
+1. *BTC_01_PL*: Software implementation for the **BTC** of the *Probability Loading kernel*. See **Annex C. T01: Benchmark for Probability Loading Algorithms** from deliverable D3.5.
+2. *BTC_02_AE*: Software implementation for the **BTC** of the *Amplitude Estimation kernel*. See **Annex D. T02: Benchmark for Amplitude Estimation Algorithms** from deliverable D3.5.
+3. *BTC_03_QPE*: Software implementation for the **BTC** of the *Quantum Amplitude Estimation kernel*. See **Annex E. T03: Benchmark for Phase Estimation Algorithms** from deliverable D3.5.
+3. *BTC_04_PH*: Software implementation for the **BTC** of the *Parent Hamiltonian Kernel*. See **Annex F. **T04: Benchmark for Parent Hamiltonian** from deliverable D3.5.
 
 ## Acknowledgements
 
@@ -30,6 +31,8 @@ This work is supported by the [NEASQC](https://cordis.europa.eu/project/id/95182
 ## Documentation
 
 The html documentation of the **TNBS**  can be access at: https://neasqc.github.io/TNBS
+The complete TNBS documentation can be found at the public project deliverable:
+[D3.5 The NEASQC Benchmark Suite (TNBS)](https://www.neasqc.eu/wp-content/uploads/2023/10/NEASQC_D3.5_Benchmark_suite_R1.0.pdf)
 
 ## Test it