Data Analysis of Tomographies
Head of data:
1500 Data Samples
0 Errors
Summary:
`summarise()` has grouped output by 'method'. You can override using the `.groups` argument.
---
title: "R Notebook"
author: Scott
date: 5/26/2021
output: html_notebook
---
# Data Analysis of Tomographies
```{r, include=FALSE}
knitr::opts_chunk$set(fig.width = 10, fig.height = 4,fig.align='center',echo=FALSE,warning=FALSE)
library(tidyverse)
library(ggplot2)
library(fields)
library(here)

# RUN THIS RMD SCRIPT FROM THE HEAD OF THE REPO FOLDER
total_data <- read_csv(file = here("Tests/Results/results_GeneralData.csv"))
```
### Head of data:
```{r, echo = FALSE}
# if time is over 30 minutes for 1qubit then error
total_data <- total_data %>%
              mutate(error_occurred = case_when(total_time>=60*30 & nqubits == 1 ~ TRUE,
                                               TRUE ~ error_occurred))

head(total_data)

cat(nrow(total_data)," Data Samples\n",
    nrow(filter(total_data,error_occurred==1))," Errors",
    sep="")
```
### Summary:
```{r}
stderr <- function(x, na.rm=FALSE) {
  if (na.rm) x <- na.omit(x)
  sqrt(var(x)/length(x))
}
summary_stats <- total_data %>%
         group_by(method,nqubits) %>%
         summarise(num_samples = length(fid_with_actual),
                   num_errors = sum(error_occurred),
                   avg_fid = mean(fid_with_actual),
                   se_fid = stderr(fid_with_actual),
                   avg_time = mean(total_time),
                   se_time = stderr(total_time))

total_data <- total_data %>%
                filter(error_occurred==0)
summary_stats
```

```{r, echo = FALSE}
df_mle_1 = total_data %>%   filter(method == "MLE",nqubits==1,error_occurred==0)
df_bme_1 = total_data %>%   filter(method == "BME",nqubits==1,error_occurred==0)
df_mle_2 = total_data %>%   filter(method == "MLE",nqubits==2,error_occurred==0)
df_bme_2 = total_data %>%   filter(method == "BME",nqubits==2,error_occurred==0)
df_mle_3 = total_data %>%   filter(method == "MLE",nqubits==3,error_occurred==0)
df_bme_3 = total_data %>%   filter(method == "BME",nqubits==3,error_occurred==0)
```

# Fid vs Counts
```{r}
numBins = 15
brk<- seq( 0, 50,,numBins+1)
lowerFidVal = .75

# 1 qubit
bin_stats_b1 = stats.bin(df_bme_1$avg_coinc_per_meas,df_bme_1$fid_with_actual,breaks = brk)
bin_stats_m1 = stats.bin(df_mle_1$avg_coinc_per_meas,df_mle_1$fid_with_actual,breaks = brk)
ggplot(mapping=aes(x=bin_stats_m1$centers)) +
geom_line(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE")) +
geom_point(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE"))+
geom_line(mapping=aes(y=bin_stats_b1$stats["mean",],color="BME")) +
geom_point(mapping=aes(y=bin_stats_b1$stats["mean",],color="BME"))+
geom_errorbar(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE",
ymin=bin_stats_m1$stats["mean",]-bin_stats_m1$stats["Std.Dev.",],
ymax=bin_stats_m1$stats["mean",]+bin_stats_m1$stats["Std.Dev.",]),
              width=1)+
geom_errorbar(mapping=aes(y=bin_stats_b1$stats["mean",],color="BME",
ymin=bin_stats_b1$stats["mean",]-bin_stats_b1$stats["Std.Dev.",],
ymax=bin_stats_b1$stats["mean",]+bin_stats_b1$stats["Std.Dev.",]),
              width=1)+
labs(title = "1 qubit",
     x = "Avg Counts per Basis",
     y = "Fidelity",
     colour="Methods")+
xlim(0,50)+
ylim(lowerFidVal,1)
```

```{r}
# 2 qubits
bin_stats_b2 = stats.bin(df_bme_2$avg_coinc_per_meas,df_bme_2$fid_with_actual,breaks = brk)
bin_stats_m2 = stats.bin(df_mle_2$avg_coinc_per_meas,df_mle_2$fid_with_actual,breaks = brk)

ggplot(mapping=aes(x=bin_stats_m2$centers)) +
geom_line(mapping=aes(y=bin_stats_m2$stats["mean",],color="MLE")) +
geom_point(mapping=aes(y=bin_stats_m2$stats["mean",],color="MLE"))+
geom_line(mapping=aes(y=bin_stats_b2$stats["mean",],color="BME")) +
geom_point(mapping=aes(y=bin_stats_b2$stats["mean",],color="BME"))+
geom_errorbar(mapping=aes(y=bin_stats_m2$stats["mean",],color="MLE",
ymin=bin_stats_m2$stats["mean",]-bin_stats_m2$stats["Std.Dev.",],
ymax=bin_stats_m2$stats["mean",]+bin_stats_m2$stats["Std.Dev.",]),
              width=1)+
geom_errorbar(mapping=aes(y=bin_stats_b2$stats["mean",],color="BME",
ymin=bin_stats_b2$stats["mean",]-bin_stats_b2$stats["Std.Dev.",],
ymax=bin_stats_b2$stats["mean",]+bin_stats_b2$stats["Std.Dev.",]),
              width=1)+
labs(title = "2 Qubits",
     x = "Avg Counts per Basis",
     y = "Fidelity",
     colour="Methods")+
xlim(0,50)+
ylim(lowerFidVal,1)
```

```{r}
# 3 qubits
bin_stats_b3 = stats.bin(df_bme_3$avg_coinc_per_meas,df_bme_3$fid_with_actual,breaks = brk)
bin_stats_m3 = stats.bin(df_mle_3$avg_coinc_per_meas,df_mle_3$fid_with_actual,breaks = brk)

ggplot(mapping=aes(x=bin_stats_m3$centers)) +
geom_line(mapping=aes(y=bin_stats_m3$stats["mean",],color="MLE")) +
geom_point(mapping=aes(y=bin_stats_m3$stats["mean",],color="MLE"))+
geom_line(mapping=aes(y=bin_stats_b3$stats["mean",],color="BME")) +
geom_point(mapping=aes(y=bin_stats_b3$stats["mean",],color="BME"))+
geom_errorbar(mapping=aes(y=bin_stats_m3$stats["mean",],color="MLE",
ymin=bin_stats_m3$stats["mean",]-bin_stats_m3$stats["Std.Dev.",],
ymax=bin_stats_m3$stats["mean",]+bin_stats_m3$stats["Std.Dev.",]),
              width=1)+
geom_errorbar(mapping=aes(y=bin_stats_b3$stats["mean",],color="BME",
ymin=bin_stats_b3$stats["mean",]-bin_stats_b3$stats["Std.Dev.",],
ymax=bin_stats_b3$stats["mean",]+bin_stats_b3$stats["Std.Dev.",]),
              width=1)+
labs(title = "3 Qubits",
     x = "Avg Counts per Basis",
     y = "Fidelity",
     colour="Methods")+
xlim(0,50)+
ylim(lowerFidVal,1)
```

# Time vs Counts (MLE)
```{r}
numBins = 15
brk<- seq( 0, 50,,numBins+1)


# 1 qubit
bin_stats_m1 = stats.bin(df_mle_1$avg_coinc_per_meas,df_mle_1$total_time,breaks = brk)
ggplot(mapping=aes(x=bin_stats_m1$centers)) +
geom_line(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE")) +
geom_point(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE"))+
geom_errorbar(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE",
ymin=bin_stats_m1$stats["mean",]-bin_stats_m1$stats["Std.Dev.",],
ymax=bin_stats_m1$stats["mean",]+bin_stats_m1$stats["Std.Dev.",]),
              width=1)+
labs(title = "1 qubit",
     x = "Avg Counts per Basis",
     y = "Time",
     colour="Methods")+
xlim(0,50)
```


```{r}
numBins = 15
brk<- seq( 0, 50,,numBins+1)


# 2 qubit
bin_stats_m1 = stats.bin(df_mle_2$avg_coinc_per_meas,df_mle_2$total_time,breaks = brk)
ggplot(mapping=aes(x=bin_stats_m1$centers)) +
geom_line(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE")) +
geom_point(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE"))+
geom_errorbar(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE",
ymin=bin_stats_m1$stats["mean",]-bin_stats_m1$stats["Std.Dev.",],
ymax=bin_stats_m1$stats["mean",]+bin_stats_m1$stats["Std.Dev.",]),
              width=1)+
labs(title = "2 qubit",
     x = "Avg Counts per Basis",
     y = "Time",
     colour="Methods")+
xlim(0,50)
```

```{r}
numBins = 15
brk<- seq( 0, 50,,numBins+1)


# 3 qubit
bin_stats_m1 = stats.bin(df_mle_3$avg_coinc_per_meas,df_mle_3$total_time,breaks = brk)
ggplot(mapping=aes(x=bin_stats_m1$centers)) +
geom_line(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE")) +
geom_point(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE"))+
geom_errorbar(mapping=aes(y=bin_stats_m1$stats["mean",],color="MLE",
ymin=bin_stats_m1$stats["mean",]-bin_stats_m1$stats["Std.Dev.",],
ymax=bin_stats_m1$stats["mean",]+bin_stats_m1$stats["Std.Dev.",]),
              width=1)+
labs(title = "3 qubit",
     x = "Avg Counts per Basis",
     y = "Time",
     colour="Methods")+
xlim(0,50)
```